Struct MlflowClient 

pub struct MlflowClient { /* private fields */ }

Implementations

impl MlflowClient

pub const SEARCH_EXPERIMENTS_MAX_RESULTS_SUPPORTED: i64 = 1_000i64

pub const LOG_BATCH_MAX_TOTAL: usize = 1_000usize

pub const LOG_BATCH_MAX_METRICS: usize = 1_000usize

pub const LOG_BATCH_MAX_PARAMS: usize = 100usize

pub const LOG_BATCH_MAX_TAGS: usize = 100usize

pub const SEARCH_RUNS_MAX_RESULTS_SUPPORTED: i32 = 50_000i32

pub fn new(uri: &str) -> Result<MlflowClient>

pub fn create_experiment( &self, name: &str, options: CreateExperimentOptions<'_>, ) -> Result<CreateExperimentResponse>

https://mlflow.org/docs/latest/rest-api.html#create-experiment

pub fn search_experiments( &self, options: SearchExperimentsOptions<'_>, max_results: i64, page_token: Option<&str>, ) -> Result<SearchExperimentsResponse>

https://mlflow.org/docs/latest/rest-api.html#search-experiments

pub fn get_experiment( &self, experiment_id: &str, ) -> Result<GetExperimentResponse>

https://mlflow.org/docs/latest/rest-api.html#get-experiment

pub fn get_experiment_by_name( &self, experiment_name: &str, ) -> Result<GetExperimentResponse>

https://mlflow.org/docs/latest/rest-api.html#get-experiment-by-name

pub fn delete_experiment(&self, experiment_id: &str) -> Result<UnitResponse>

https://mlflow.org/docs/latest/rest-api.html#delete-experiment

pub fn restore_experiment(&self, experiment_id: &str) -> Result<UnitResponse>

https://mlflow.org/docs/latest/rest-api.html#restore-experiment

pub fn update_experiment( &self, experiment_id: &str, new_name: &str, ) -> Result<UnitResponse>

https://mlflow.org/docs/latest/rest-api.html#update-experiment

pub fn create_run( &self, experiment_id: &str, run_name: &str, options: CreateRunOptions<'_>, ) -> Result<GetRunResponse>

https://mlflow.org/docs/latest/rest-api.html#create-run

pub fn delete_run(&self, run_id: &str) -> Result<UnitResponse>

https://mlflow.org/docs/latest/rest-api.html#delete-run

pub fn restore_run(&self, run_id: &str) -> Result<UnitResponse>

https://mlflow.org/docs/latest/rest-api.html#restore-run

pub fn get_run(&self, run_id: &str) -> Result<GetRunResponse>

https://mlflow.org/docs/latest/rest-api.html#get-run

pub fn log_metric( &self, run_id: &str, key: &str, value: f64, timestamp: Timestamp, step: Option<i64>, ) -> Result<UnitResponse>

https://mlflow.org/docs/latest/rest-api.html#log-metric

pub fn log_batch( &self, run_id: &str, metrics: &[Metric], params: &[Param], tags: &[RunTag], ) -> Result<UnitResponse>

https://mlflow.org/docs/latest/rest-api.html#log-batch

pub fn log_inputs( &self, run_id: &str, datasets: &[DatasetInput], ) -> Result<UnitResponse>

https://mlflow.org/docs/latest/rest-api.html#log-inputs

pub fn set_experiment_tag( &self, experiment_id: &str, key: &str, value: &str, ) -> Result<UnitResponse>

https://mlflow.org/docs/latest/rest-api.html#set-experiment-tag

pub fn set_tag( &self, run_id: &str, key: &str, value: &str, ) -> Result<UnitResponse>

https://mlflow.org/docs/latest/rest-api.html#set-tag

pub fn delete_tag(&self, run_id: &str, key: &str) -> Result<UnitResponse>

https://mlflow.org/docs/latest/rest-api.html#delete-tag

pub fn log_param( &self, run_id: &str, key: &str, value: &str, ) -> Result<UnitResponse>

https://mlflow.org/docs/latest/rest-api.html#log-param

pub fn get_metric_history( &self, run_id: &str, metric_key: &str, max_results: i32, page_token: Option<&str>, ) -> Result<GetMetricHistoryResponse>

https://mlflow.org/docs/latest/rest-api.html#get-metric-history

pub fn search_runs( &self, experiment_ids: &[&str], options: SearchRunsOptions<'_>, max_results: i32, page_token: Option<&str>, ) -> Result<SearchRunsResponse>

https://mlflow.org/docs/latest/rest-api.html#search-runs

pub fn update_run( &self, run_id: &str, options: UpdateRunOptions<'_>, ) -> Result<UpdateRunResponse>

https://mlflow.org/docs/latest/rest-api.html#update-run

Trait Implementations

impl Clone for MlflowClient

fn clone(&self) -> MlflowClient

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for MlflowClient

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

Formats the value using the given formatter.

impl Default for MlflowClient

fn default() -> Self

Returns the “default value” for a type.