Enum DriftCommands 

pub enum DriftCommands {
    Detect {
        reference: PathBuf,
        current: PathBuf,
        tests: String,
        alpha: f64,
        format: String,
    },
    Report {
        reference: PathBuf,
        current: PathBuf,
        output: Option<PathBuf>,
    },
    Sketch {
        input: PathBuf,
        output: PathBuf,
        sketch_type: String,
        source: Option<String>,
        format: String,
    },
    Merge {
        sketches: Vec<PathBuf>,
        output: PathBuf,
        format: String,
    },
    Compare {
        reference: PathBuf,
        current: PathBuf,
        threshold: f64,
        format: String,
    },
}

Drift detection commands.

Variants

Detect

Detect drift between reference and current datasets

Fields

reference: PathBuf

Reference (baseline) dataset

current: PathBuf

Current dataset to compare

tests: String

Statistical tests to use (ks, chi2, psi, js)

alpha: f64

Significance threshold (alpha)

format: String

Output format (text, json)

Report

Generate a drift report summary

Fields

reference: PathBuf

Reference (baseline) dataset

current: PathBuf

Current dataset to compare

output: Option<PathBuf>

Output file for the report (JSON format)

Sketch

Create a sketch from a dataset for distributed drift detection

Fields

input: PathBuf

Input dataset file

output: PathBuf

Output sketch file

sketch_type: String

Sketch algorithm type (tdigest, ddsketch)

source: Option<String>

Source identifier (e.g., node name)

format: String

Output format (json, binary)

Merge

Merge multiple sketches into one

Fields

sketches: Vec<PathBuf>

Sketch files to merge

output: PathBuf

Output merged sketch file

format: String

Output format (json, binary)

Compare

Compare two sketches for drift

Fields

reference: PathBuf

Reference (baseline) sketch

current: PathBuf

Current sketch to compare

threshold: f64

Drift detection threshold

format: String

Output format (text, json)

Trait Implementations

impl FromArgMatches for DriftCommands

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<'b>( &mut self, __clap_arg_matches: &mut ArgMatches, ) -> Result<(), Error>

Assign values from ArgMatches to self.

impl Subcommand for DriftCommands

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

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

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

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

fn has_subcommand(__clap_name: &str) -> bool

Test whether Self can parse a specific subcommand