Struct ImportanceArgs 

pub struct ImportanceArgs {
    pub study: PathBuf,
    pub objective: usize,
    pub raw: bool,
}

atune importance — rank a study’s parameters by hyperparameter importance.

The in-house PED-ANOVA evaluator: a closed-form, fully deterministic score over the study’s completed trials answering “which hyperparameters mattered for reaching the good trials?”. It reads the journal read-only (no create, no lock, exactly as best/trials/report do). The default output is the sum-to-one normalized importances (as Optuna’s get_param_importances); --raw prints the un-normalized PED-ANOVA values instead.

Fields

study: PathBuf

The local study file (*.atj, *.db, *.sqlite, *.sqlite3) or atune://host:port remote observer endpoint to read.

Remote observer traffic is plaintext TCP: atune provides no authentication and no TLS. Use loopback, or a private VPN with host firewall and cloud/network ACLs; use an mTLS proxy where client identity is required. A private LAN alone is not an identity boundary.

Local Journal (*.atj) and SQLite (*.db, *.sqlite, *.sqlite3) data are plaintext. Require restrictive file permissions, an encrypted volume, and protected backups.

objective: usize

Which objective to assess, for a multi-objective study (0 = the first).

raw: bool

Print the raw (un-normalized) PED-ANOVA values instead of the sum-to-one normalized importances.

Trait Implementations

impl Args for ImportanceArgs

fn group_id() -> Option<Id>

Report the [ArgGroup::id][crate::ArgGroup::id] for this set of arguments

fn augment_args<'b>(__clap_app: Command) -> Command

Append to [Command] so it can instantiate Self via [FromArgMatches::from_arg_matches_mut]

fn augment_args_for_update<'b>(__clap_app: Command) -> Command

Append to [Command] so it can instantiate self via [FromArgMatches::update_from_arg_matches_mut]

impl Debug for ImportanceArgs

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl FromArgMatches for ImportanceArgs

fn from_arg_matches(__clap_arg_matches: &ArgMatches) -> Result<Self, Error>

Instantiate Self from [ArgMatches], parsing the arguments as needed.

fn from_arg_matches_mut( __clap_arg_matches: &mut ArgMatches, ) -> Result<Self, Error>

Instantiate Self from [ArgMatches], parsing the arguments as needed.

fn update_from_arg_matches( &mut self, __clap_arg_matches: &ArgMatches, ) -> Result<(), Error>

Assign values from ArgMatches to self.

fn update_from_arg_matches_mut( &mut self, __clap_arg_matches: &mut ArgMatches, ) -> Result<(), Error>

Assign values from ArgMatches to self.