Index

A

applied (graflag.models.ClearReport attribute)

B

BUILD_ARG_KEYS (in module graflag.docker_ops) build_evaluator_image() (graflag.docker_ops.DockerManager method)

build_method_image() (graflag.docker_ops.DockerManager method) build_server() (in module graflag.mcp_server) BuildFailed

C

check() (in module graflag.verify) cleanup_finished_service() (graflag.docker_ops.DockerManager method) cleanup_services() (graflag.api.GraFlagAPI method) (graflag.core.GraFlag method) (graflag.GraFlag method) clear() (graflag.api.GraFlagAPI method) (graflag.core.GraFlag method) (graflag.GraFlag method) ClearItem (class in graflag.models) ClearReport (class in graflag.models) 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) count_experiments() (graflag.api.GraFlagAPI method) (graflag.core.GraFlag method) (graflag.GraFlag 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) dockerfile (graflag.docker_ops.ImageNames 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.mcp_server.Job attribute) (graflag.models.ClusterInfo attribute) errors (graflag.models.ClearReport 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 (graflag.mcp_server.Job attribute) (graflag.models.ServiceCleanupResult attribute) (graflag.ServiceCleanupResult attribute) experiment_name (graflag.EvaluationResults attribute) (graflag.ExperimentResults attribute) (graflag.models.EvaluationResults attribute) (graflag.models.ExperimentResults attribute) (graflag.models.RunProgress attribute) (graflag.models.VerificationReport attribute) (graflag.RunProgress attribute) ExperimentInfo (class in graflag) (class in graflag.models) ExperimentResults (class in graflag) (class in graflag.models)

F

failed (graflag.models.VerificationReport attribute) file_count (graflag.DatasetInfo attribute) (graflag.models.DatasetInfo attribute) findings (graflag.models.VerificationReport attribute) finished (graflag.mcp_server.Job attribute)

follow_logs() (graflag.core.GraFlag method) (graflag.GraFlag method) follow_service_logs() (graflag.docker_ops.DockerManager method) for_experiment() (graflag.mcp_server.JobRegistry method) format_report() (in module graflag.verify) freed_bytes (graflag.models.ClearReport attribute)

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() (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.mcp_server module graflag.models module graflag.ssh module graflag.verify module graflag_libs (graflag.config.GraflagConfig property) (graflag.GraflagConfig property) GRAFLAG_LIBS_CHOICES (in module graflag.docker_ops) GRAFLAG_PARAMS (graflag.docker_ops.ReservedEnvVars attribute) 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

image (graflag.MethodInfo attribute) (graflag.models.MethodInfo attribute) IMAGE_NAME (in module graflag.docker_ops) ImageNames (class in graflag.docker_ops) init_config() (in module graflag.config)

integration (graflag.MethodInfo attribute) (graflag.models.MethodInfo attribute) is_connected (graflag.ClusterInfo attribute) (graflag.models.ClusterInfo attribute) is_service_failed() (graflag.docker_ops.DockerManager method) items (graflag.models.ClearReport attribute)

J

Job (class in graflag.mcp_server)

JobRegistry (class in graflag.mcp_server)

K

kind (graflag.mcp_server.Job attribute) (graflag.models.ClearItem attribute)

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) local (graflag.docker_ops.ImageNames attribute) log_lines (graflag.models.RunProgress attribute) (graflag.RunProgress attribute)

M

main() (in module graflag.verify) make_experiment_name() (graflag.core.GraFlag static method) (graflag.GraFlag static method) manager_ip (graflag.ClusterInfo attribute) (graflag.config.GraflagConfig property) (graflag.GraflagConfig property) (graflag.models.ClusterInfo attribute) MAX_LIST (in module graflag.mcp_server) 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.mcp_server graflag.models graflag.ssh graflag.verify 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.ClearItem attribute) (graflag.models.DatasetInfo attribute) (graflag.models.ExperimentInfo attribute) (graflag.models.MethodInfo attribute)

nfs_port (graflag.config.GraflagConfig property) (graflag.GraflagConfig property) NON_INTERACTIVE_OPTS (in module graflag.ssh)

O

ok (graflag.models.VerificationReport property) OWNED_DIRS (graflag.core.GraFlag attribute) (graflag.GraFlag attribute)

owner (graflag.docker_ops.ImageNames attribute)

P

parameters (graflag.MethodInfo attribute) (graflag.models.MethodInfo attribute) passed (graflag.models.VerificationReport 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) probe (graflag.models.VerificationReport attribute) probe() (in module graflag.verify)

R

read_file() (graflag.ssh.SSHManager method) reason (graflag.models.ClearItem attribute) (graflag.models.ServiceCleanupResult attribute) (graflag.ServiceCleanupResult attribute) register_metric() (graflag.core.GraFlag method) (graflag.GraFlag method) registry (graflag.docker_ops.ImageNames attribute) registry_collected (graflag.models.ClearReport attribute) remote_path() (in module graflag.ssh) remote_script() (in module graflag.verify) remote_shared_dir (graflag.config.GraflagConfig property) (graflag.GraflagConfig property) remove_evaluation_service() (graflag.docker_ops.DockerManager method)

removed (graflag.models.ClearItem attribute) (graflag.models.ClearReport property) (graflag.models.ServiceCleanupResult attribute) (graflag.ServiceCleanupResult attribute) 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) serve() (in module graflag.mcp_server) service_exists() (graflag.docker_ops.DockerManager method) service_name (graflag.ExperimentInfo attribute) (graflag.models.ExperimentInfo attribute) service_task_state() (graflag.docker_ops.DockerManager method) ServiceCleanupResult (class in graflag) (class in graflag.models) 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 (graflag.docker_ops.ImageNames attribute) 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_bytes (graflag.models.ClearItem attribute) 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) start() (graflag.mcp_server.JobRegistry method) started (graflag.mcp_server.Job attribute) state (graflag.mcp_server.Job attribute) 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

TERMINAL_STATUSES (graflag.core.GraFlag attribute) (graflag.GraFlag attribute) TERMINAL_TASK_STATES (in module graflag.docker_ops) thread (graflag.mcp_server.Job attribute) 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.mcp_server.Job method) (graflag.MethodInfo method) (graflag.models.ClearItem method) (graflag.models.ClearReport 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.models.ServiceCleanupResult method) (graflag.models.VerificationReport method) (graflag.RunProgress method) (graflag.ServiceCleanupResult method)

V

VerificationReport (class in graflag.models)

verify() (graflag.core.GraFlag method) (graflag.GraFlag method)

W

wait_for_experiment() (graflag.core.GraFlag method) (graflag.GraFlag method) wait_for_service() (graflag.docker_ops.DockerManager method) WAIT_MISSES (graflag.core.GraFlag attribute) (graflag.GraFlag attribute)

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