search_runs: Search Runs

In collegevine/lightMLFlow: A Lightweight, Opinionated R Wrapper for the 'MLFlow' REST API

Search Runs

Description

Search for runs that satisfy expressions. Search expressions can use Metric and Param keys.

Usage

search_runs(
  experiment_ids,
  run_view_type = c("ACTIVE_ONLY", "DELETED_ONLY", "ALL"),
  order_by = list(),
  filter = "",
  client = mlflow_client()
)

Arguments

experiment_ids	List of string experiment IDs (or a single string experiment ID) to search over. Attempts to use active experiment if not specified.
run_view_type	Run view type.
order_by	List of properties to order by. Example: "metrics.acc DESC".
filter	A filter expression over params, metrics, and tags, allowing returning a subset of runs. The syntax is a subset of SQL which allows only ANDing together binary operations between a param/metric/tag and a constant.
client	An MLFlow client. Defaults to NULL and will be auto-generated.

Value

A data.frame of runs matching the search criteria.

collegevine/lightMLFlow documentation built on Jan. 16, 2024, 5:52 a.m.