Types

ModelSelectionJob

A mutable struct that represents a job for performing model selection.

Fields

• id::String: The unique identifier (UUID) of the model selection job.
• filename::String: The name of the file used for model selection.
• tempfile::String: The name of a temporary file used during the job's processing.
• filehash::String: The unique identifier (UUID) of the file used for model selection.
• estimator::Symbol: The estimator used for model selection.
• equation::String: The equation or formula used for model selection.
• parameters::Dict{Symbol,Any}: The parameters used for model selection, including any additional parameters specified in the request.
• status::Symbol: The status of the model selection job ("pending", "running", "finished", or "failed").
• time_enqueued::DateTime: The timestamp when the model selection job was enqueued.
• time_started::Union{DateTime, Nothing}: The timestamp when the model selection job started, if applicable.
• time_finished::Union{DateTime, Nothing}: The timestamp when the model selection job finished, if applicable.
• modelselection_data::Union{ModelSelectionData, Nothing}: The data used for model selection. This is Nothing if the data is not available.
• msg::Union{String, Nothing}: A message associated with the job. This is typically used for reporting errors or other important information.

Example

result = ModelSelectionJob(
    filename = "data.csv",
    tempfile = "/tmp/12413947-1597-4b1b-a798-efcb2293e808.csv",
    filehash = "12413947-95bc-4573-a804-efcb2293e808",
    payload = {
        :estimator: :ols,
        :equation: "y x1 x2 x3",
        "ttest": true,
    },
)