nvflare.apis.fl_constant module

class AdminCommandNames

Bases: object

ABORT = 'abort'

ABORT_JOB = 'abort_job'

ABORT_TASK = 'abort_task'

ADMIN_CHECK_STATUS = 'admin_check_status'

APP_COMMAND = 'app_command'

AUX_COMMAND = 'aux_command'

CALL = 'call'

CHECK_RESOURCES = 'check_resources'

CHECK_STATUS = 'check_status'

CLONE_JOB = 'clone_job'

DELETE_JOB = 'delete_job'

DELETE_WORKSPACE = 'delete_workspace'

DEPLOY_APP = 'deploy_app'

DOWNLOAD_JOB = 'download_job'

DOWNLOAD_JOB_FILE = 'download_job_file'

GET_JOB_META = 'get_job_meta'

LIST_JOBS = 'list_jobs'

REMOVE_CLIENT = 'remove_client'

REPORT_ENV = 'report_env'

REPORT_RESOURCES = 'report_resources'

RESET_ERRORS = 'reset_errors'

RESTART = 'restart'

SET_TIMEOUT = 'set_timeout'

SHELL_CAT = 'cat'

SHELL_GREP = 'grep'

SHELL_HEAD = 'head'

SHELL_LS = 'ls'

SHELL_PWD = 'pwd'

SHELL_TAIL = 'tail'

SHOW_ERRORS = 'show_errors'

SHOW_SCOPES = 'show_scopes'

SHOW_STATS = 'show_stats'

SHUTDOWN = 'shutdown'

START_APP = 'start_app'

SUBMIT_JOB = 'submit_job'

SYS_INFO = 'sys_info'

class ConfigVarName

Bases: object

CELL_WAIT_TIMEOUT = 'cell_wait_timeout'

DEAD_CLIENT_CHECK_LEAD_TIME = 'dead_client_check_lead_time'

DEAD_CLIENT_GRACE_PERIOD = 'dead_client_grace_period'

DECOMPOSER_MODULE = 'nvflare_decomposers'

END_RUN_READINESS_CHECK_INTERVAL = 'end_run_readiness_check_interval'

END_RUN_READINESS_TIMEOUT = 'end_run_readiness_timeout'

GET_TASK_TIMEOUT = 'get_task_timeout'

JOB_HEARTBEAT_INTERVAL = 'job_heartbeat_interval'

MAX_REG_DURATION = 'max_reg_duration'

MAX_RUNNER_SYNC_TIMEOUT = 'max_runner_sync_timeout'

RM_MAX_REQUEST_WORKERS = 'rm_max_request_workers'

RM_QUERY_INTERVAL = 'rm_query_interval'

RUNNER_SYNC_TIMEOUT = 'runner_sync_timeout'

SUBMIT_TASK_RESULT_TIMEOUT = 'submit_task_result_timeout'

TASK_CHECK_INTERVAL = 'task_check_interval'

TASK_CHECK_TIMEOUT = 'task_check_timeout'

class EventScope

Bases: object

FEDERATION = 'federation'

LOCAL = 'local'

class FLContextKey

Bases: object

APP_ROOT = '__app_root__'

ARGS = '__args__'

AUTHORIZATION_REASON = '_authorization_reason'

AUTHORIZATION_RESULT = '_authorization_result'

CLIENT_CONFIG = '__client_config__'

CLIENT_NAME = '__client_name__'

CLIENT_REGISTER_DATA = '_client_register_data'

CLIENT_RESOURCE_SPECS = '__client_resource_specs'

CLIENT_TOKEN = '__client_token'

COMMAND_NAME = '_command_name'

COMMUNICATION_ERROR = 'Flare_communication_error__'

COMPONENT_BUILD_ERROR = '__component_build_error__'

COMPONENT_CONFIG = '__component_config__'

COMPONENT_NODE = '__component_node__'

CONFIG_CTX = '__config_ctx__'

CURRENT_JOB_ID = '__current_job_id__'

CURRENT_RUN = '__run_num__'

CUSTOM_PROPS = '__custom_props__'

DISCONNECTED_CLIENT_NAME = '_disconnected_client_name'

EFFECTIVE_JOB_SCOPE_NAME = '__effective_job_scope_name__'

EVENT_DATA = '__event_data__'

EVENT_ID = '__event_id__'

EVENT_ORIGIN = '__event_origin__'

EVENT_ORIGIN_SITE = '__event_origin_site__'

EVENT_SCOPE = '__event_scope__'

EXCEPTIONS = '__exceptions__'

FATAL_SYSTEM_ERROR = '__fatal_system_error__'

FILTER_DIRECTION = '__filter_dir__'

FROM_RANK_NUMBER = '__from_rank_number__'

IS_CLIENT_TASK_RESEND = '__is_resend__'

JOB_BLOCK_REASON = '__job_block_reason'

JOB_DEPLOY_DETAIL = '__job_deploy_detail__'

JOB_INFO = '__job_info__'

JOB_LAUNCHER = '_job_launcher'

JOB_META = '__job_meta__'

JOB_PARTICIPANTS = '__job_participants'

JOB_RUN_NUMBER = '__job_run_number__'

JOB_SCOPE_NAME = '__job_scope_name__'

NOT_READY_TO_END_RUN = 'not_ready_to_end_run__'

NUM_OF_PROCESSES = '__num_of_processes__'

PEER_CONTEXT = '__peer_ctx__'

PROCESS_TYPE = '__process_type__'

RANK_NUMBER = '__rank_number__'

RECONNECTED_CLIENT_NAME = '_reconnected_client_name'

REPLY = '__reply__'

RESOURCE_CHECK_RESULT = '__resource_check_result'

ROOT_URL = '__root_url__'

RUNNER = '__runner__'

RUN_ABORT_SIGNAL = '__run_abort_signal__'

SCOPE_OBJECT = '__scope_object__'

SCOPE_PROPERTIES = '__scope_props__'

SECURE_MODE = '__secure_mode__'

SECURITY_ITEMS = '_security_items'

SERVER_CONFIG = '__server_config__'

SERVER_HOST_NAME = '__server_host_name__'

SHAREABLE = '__shareable__'

SIMULATE_MODE = '__simulate_mode__'

SITE_NAME = '__site_name'

SITE_OBJ = '_site_obj_'

SNAPSHOT = 'job_snapshot'

SP_END_POINT = '__sp_end_point__'

SSID = '__ssid__'

SUBMITTER_NAME = '_submitterName'

SUBMITTER_ORG = '_submitterOrg'

SUBMITTER_ROLE = '_submitterRole'

TASK_DATA = '__task_data__'

TASK_ID = '__task_id__'

TASK_NAME = '__task_name__'

TASK_RESULT = '__task_result__'

UNAUTHENTICATED = 'Flare_unauthenticated__'

USER_NAME = '__user_name'

USER_ORG = '__user_org'

USER_ROLE = '__user_role'

WORKFLOW = '__workflow__'

WORKSPACE_OBJECT = '__workspace_object__'

WORKSPACE_ROOT = '__workspace_root__'

class FLMetaKey

Bases: object

CONFIGS = 'configs'

CURRENT_ROUND = 'current_round'

FILTER_HISTORY = 'filter_history'

INITIAL_METRICS = 'initial_metrics'

JOB_ID = 'job_id'

NUM_STEPS_CURRENT_ROUND = 'NUM_STEPS_CURRENT_ROUND'

PROCESSED_ALGORITHM = 'PROCESSED_ALGORITHM'

PROCESSED_KEYS = 'PROCESSED_KEYS'

PROCESS_RC_FILE = '_process_rc.txt'

SITE_NAME = 'site_name'

START_ROUND = 'start_round'

SUBMIT_MODEL_NAME = 'submit_model_name'

TOTAL_ROUNDS = 'total_rounds'

VALIDATE_TYPE = 'validate_type'

class FedEventHeader

Bases: object

DIRECTION = '_direction'

EVENT_TYPE = '_event_type'

ORIGIN = '_origin'

TARGETS = '_targets'

TIMESTAMP = '_timestamp'

class FilterKey

Bases: object

DELIMITER = '/'

IN = 'in'

INOUT = 'inout'

OUT = 'out'

class JobConstants

Bases: object

CLIENT_JOB_CONFIG = 'config_fed_client.json'

JOB_ID = 'job_id'

JOB_IMAGE = 'image'

JOB_LAUNCHER = 'job_launcher'

META = 'meta'

META_FILE = 'meta.json'

SERVER_JOB_CONFIG = 'config_fed_server.json'

SITES = 'sites'

class LogMessageTag

Bases: object

CRITICAL = 'log/critical'

DEBUG = 'log/debug'

ERROR = 'log/error'

EXCEPTION = 'log/exception'

INFO = 'log/info'

LOG_RECORD = 'log_record'

WARNING = 'log/warning'

class MachineStatus(value)

Bases: Enum

Constants for machine status.

Status Lifecycle

STOPPED <-> STARTING -> STARTED -> STOPPING -> STOPPED

STARTED = 'started'

STARTING = 'starting'

STOPPED = 'stopped'

STOPPING = 'stopping'

class NonSerializableKeys

Bases: object

KEYS = ['__engine__', '__manager__', '__runner__', '__scope_props__', '__scope_object__', '__workspace_object__', '__task_data__', '__shareable__']

class ProcessType

Bases: object

CLIENT_JOB = 'CJ'

CLIENT_PARENT = 'CP'

SERVER_JOB = 'SJ'

SERVER_PARENT = 'SP'

class ReservedKey

Bases: object

APP_ROOT = '__app_root__'

ARGS = '__args__'

AUDIT_EVENT_ID = '__audit_event_id__'

AUX_RUNNER = '__aux_runner__'

CLIENT_NAME = '__client_name__'

COOKIE_JAR = '__cookie_jar__'

CURRENT_JOB_ID = '__current_job_id__'

CUSTOM_PROPS = '__custom_props__'

ENGINE = '__engine__'

EVENT_DATA = '__event_data__'

EVENT_ID = '__event_id__'

EVENT_ORIGIN = '__event_origin__'

EVENT_ORIGIN_SITE = '__event_origin_site__'

EVENT_SCOPE = '__event_scope__'

EXCEPTIONS = '__exceptions__'

FATAL_SYSTEM_ERROR = '__fatal_system_error__'

FROM_RANK_NUMBER = '__from_rank_number__'

IDENTITY_NAME = '__identity_name__'

IS_RESEND = '__is_resend__'

JOB_DEPLOY_DETAIL = '__job_deploy_detail__'

JOB_INFO = '__job_info__'

JOB_IS_UNSAFE = '__job_is_unsafe__'

JOB_META = '__job_meta__'

JOB_RUN_NUMBER = '__job_run_number__'

MANAGER = '__manager__'

NUM_OF_PROCESSES = '__num_of_processes__'

PEER_CTX = '__peer_ctx__'

PROCESS_TYPE = '__process_type__'

RANK_NUMBER = '__rank_number__'

RC = '__rc__'

REPLY = '__reply__'

RUNNER = '__runner__'

RUN_ABORT_SIGNAL = '__run_abort_signal__'

RUN_NUM = '__run_num__'

SECURE_MODE = '__secure_mode__'

SHAREABLE = '__shareable__'

SHARED_FL_CONTEXT = '__shared_fl_context__'

SIMULATE_MODE = '__simulate_mode__'

SP_END_POINT = '__sp_end_point__'

TASK_DATA = '__task_data__'

TASK_ID = '__task_id__'

TASK_NAME = '__task_name__'

TASK_RESULT = '__task_result__'

WORKFLOW = '__workflow__'

WORKSPACE_OBJECT = '__workspace_object__'

WORKSPACE_ROOT = '__workspace_root__'

class ReservedTopic

Bases: object

ABORT_ASK = '__abort_task__'

AUX_COMMAND = '__aux_command__'

DO_TASK = '__do_task__'

END_RUN = '__end_run__'

JOB_HEART_BEAT = '__job_heartbeat__'

SYNC_RUNNER = '__sync_runner__'

TASK_CHECK = '__task_check__'

class ReturnCode

Bases: object

BAD_PEER_CONTEXT = 'BAD_PEER_CONTEXT'

BAD_REQUEST_DATA = 'BAD_REQUEST_DATA'

BAD_TASK_DATA = 'BAD_TASK_DATA'

COMMUNICATION_ERROR = 'COMMUNICATION_ERROR'

EARLY_TERMINATION = 'EARLY_TERMINATION'

EMPTY_RESULT = 'EMPTY_RESULT'

ERROR = 'ERROR'

EXECUTION_EXCEPTION = 'EXECUTION_EXCEPTION'

EXECUTION_RESULT_ERROR = 'EXECUTION_RESULT_ERROR'

HANDLER_EXCEPTION = 'HANDLER_EXCEPTION'

MISSING_PEER_CONTEXT = 'MISSING_PEER_CONTEXT'

MODEL_UNRECOGNIZED = 'MODEL_UNRECOGNIZED'

OK = 'OK'

RUN_MISMATCH = 'RUN_MISMATCH'

SERVER_NOT_READY = 'SERVER_NOT_READY'

SERVICE_UNAVAILABLE = 'SERVICE_UNAVAILABLE'

TASK_ABORTED = 'TASK_ABORTED'

TASK_DATA_FILTER_ERROR = 'TASK_DATA_FILTER_ERROR'

TASK_RESULT_FILTER_ERROR = 'TASK_RESULT_FILTER_ERROR'

TASK_UNKNOWN = 'TASK_UNKNOWN'

TASK_UNSUPPORTED = 'TASK_UNSUPPORTED'

TIMEOUT = 'TIMEOUT'

TOPIC_UNKNOWN = 'TOPIC_UNKNOWN'

UNSAFE_JOB = 'UNSAFE_JOB'

VALIDATE_TYPE_UNKNOWN = 'VALIDATE_TYPE_UNKNOWN'

class RunProcessKey

Bases: object

CONNECTION = '_conn'

JOB_HANDLE = '_job_launcher'

JOB_ID = '_job_id'

LISTEN_PORT = '_listen_port'

PARTICIPANTS = '_participants'

PROCESS_EXE_ERROR = '_process_exe_error'

PROCESS_FINISHED = '_process_finished'

PROCESS_RETURN_CODE = '_process_return_code'

STATUS = '_status'

class RunnerTask

Bases: object

END_RUN = 'end_run'

INIT = 'init'

TASK_EXEC = 'task_exec'

class SecureTrainConst

Bases: object

PRIVATE_KEY = 'ssl_private_key'

SSL_CERT = 'ssl_cert'

SSL_ROOT_CERT = 'ssl_root_cert'

class ServerCommandKey

Bases: object

AUX_REPLY = 'aux_reply'

CLIENTS = 'clients'

COLLECTOR = 'collector'

COMMAND = 'command'

DATA = 'data'

FL_CLIENT = 'fl_client'

FL_CONTEXT = 'fl_context'

JOB_ID = 'job_id'

PEER_FL_CONTEXT = 'peer_fl_ctx'

REASON = 'reason'

SHAREABLE = 'shareable'

TASK_ID = 'task_id'

TASK_NAME = 'task_name'

TOPIC = 'topic'

TURN_TO_COLD = '__turn_to_cold__'

class ServerCommandNames

Bases: object

APP_COMMAND = 'app_command'

AUX_COMMUNICATE = 'aux_communicate'

AUX_SEND = 'aux_send'

GET_CLIENTS = 'get_clients'

GET_ERRORS = 'get_errors'

GET_RUN_INFO = 'get_run_info'

GET_TASK = 'get_task'

HANDLE_DEAD_JOB = 'handle_dead_job'

HEARTBEAT = 'heartbeat'

RESET_ERRORS = 'reset_errors'

SERVER_STATE = 'server_state'

SHOW_STATS = 'show_stats'

SUBMIT_UPDATE = 'submit_update'

UPDATE_RUN_STATUS = 'update_run_status'

class SiteType

Bases: object

ALL = '@ALL'

CLIENT = 'client'

SERVER = 'server'

class SnapshotKey

Bases: object

FL_CONTEXT = 'fl_context'

JOB_CLIENTS = '_job_clients'

JOB_ID = '_job_id'

JOB_INFO = '_job_info'

SERVER_RUNNER = '_Server_Runner'

WORKSPACE = '_workspace'

class SystemComponents

Bases: object

APP_DEPLOYER = 'app_deployer'

CANCEL_RESOURCE_PROCESSOR = 'cancel_resource_processor'

CHECK_RESOURCE_PROCESSOR = 'check_resource_processor'

CLIENT_RUNNER = 'client_runner'

DEFAULT_APP_DEPLOYER = 'default_app_deployer'

FED_CLIENT = 'fed_client'

JOB_MANAGER = 'job_manager'

JOB_META_VALIDATOR = 'job_meta_validator'

JOB_RUNNER = 'job_runner'

JOB_SCHEDULER = 'job_scheduler'

RESOURCE_CONSUMER = 'resource_consumer'

RESOURCE_MANAGER = 'resource_manager'

RUN_MANAGER = 'run_manager'

SERVER_RUNNER = 'server_runner'

class SystemConfigs

Bases: object

APPLICATION_CONF = 'application_config'

RESOURCES_CONF = 'resources_config'

STARTUP_CONF = 'start_config'

class SystemVarName

Bases: object

These vars are automatically generated by FLARE and can be referenced in job config (config_fed_client and config_fed_server). For example, you can reference SITE_NAME as “{SITE_NAME}” in your config.

To avoid potential conflict with user-defined var names, these var names are in UPPER CASE.

JOB_CUSTOM_DIR = 'JOB_CUSTOM_DIR'

JOB_ID = 'JOB_ID'

PYTHONPATH = 'PYTHONPATH'

ROOT_URL = 'ROOT_URL'

SECURE_MODE = 'SECURE_MODE'

SITE_NAME = 'SITE_NAME'

WORKSPACE = 'WORKSPACE'

class WorkspaceConstants

Bases: object

hard coded file names inside the workspace folder.

ADMIN_STARTUP_CONFIG = 'fed_admin.json'

APP_PREFIX = 'app_'

AUDIT_LOG = 'audit.log'

AUTHORIZATION_CONFIG = 'authorization.json'

CLIENT_APP_CONFIG = 'config_fed_client.json'

CLIENT_STARTUP_CONFIG = 'fed_client.json'

CUSTOM_FOLDER_NAME = 'custom'

DEFAULT_AUTHORIZATION_CONFIG = 'authorization.json.default'

DEFAULT_LOGGING_CONFIG = 'log.config.default'

DEFAULT_RESOURCES_CONFIG = 'resources.json.default'

ERROR_LOG_FILE_NAME = 'error_log.txt'

JOB_META_FILE = 'meta.json'

JOB_RESOURCES_CONFIG = 'job_resources.json'

JOB_RESOURCE_FILE_NAME_PATTERN = '*__j_resources.json'

LOGGING_CONFIG = 'log.config'

LOG_FILE_NAME = 'log.txt'

PARENT_RESOURCE_FILE_NAME_PATTERN = '*__p_resources.json'

PRIVACY_CONFIG = 'privacy.json'

RESOURCES_CONFIG = 'resources.json'

RESOURCE_FILE_NAME_PATTERN = '*__resources.json'

RESTART_FILE = 'restart.fl'

SAMPLE_PRIVACY_CONFIG = 'privacy.json.sample'

SERVER_APP_CONFIG = 'config_fed_server.json'

SERVER_STARTUP_CONFIG = 'fed_server.json'

SHUTDOWN_FILE = 'shutdown.fl'

SITE_FOLDER_NAME = 'local'

STARTUP_FOLDER_NAME = 'startup'

STATS_POOL_RECORDS_FILE_NAME = 'stats_pool_records.csv'

STATS_POOL_SUMMARY_FILE_NAME = 'stats_pool_summary.json'

WORKSPACE_PREFIX = ''