get_experiment¶
Get a previously created experiment
Description¶
Get a previously created experiment on Comet's servers. The return value is an Experiment object that can be used to modify or get information about the experiment.
Usage¶
get_experiment(
experiment_key,
api_key = NULL,
keep_active = FALSE,
log_output = FALSE,
log_error = FALSE,
log_code = FALSE,
log_system_details = FALSE,
log_git_info = FALSE
)
Arguments¶
| Argument | Description |
|---|---|
experiment_key | Experiment key. |
api_key | Comet API key (can also be specified using the COMET_API_KEY parameter as an environment variable or in a comet config file). |
keep_active | if TRUE keeps a communication channel open with comet.ml |
log_output | If TRUE, all standard output will automatically be sent to the Comet servers to display as message logs for the experiment. The output will still be shown in the console as well. |
log_error | If TRUE, all output from 'stderr' (which includes errors, warnings, and messages) will be redirected to the Comet servers to display as message logs for the experiment. Note that unlike auto_log_output, if this option is on then these messages will not be shown in the console and instead they will only be logged to the Comet experiment. This option is set to FALSE by default because of this behavior. |
log_code | If TRUE, log the source code of the R script that was called to Comet as the associated code of this experiment. This only works if the you run a script using the Rscript tool and will not work in interactive sessions. |
log_system_details | If TRUE, automatically log the system details to Comet when the experiment is created. |
log_git_info | If TRUE, log information about the active git repository. Requires the git2r package to be installed. |
Return Value¶
An Experiment object.
Examples¶
library(cometr)
# Assuming you have COMET_API_KEY, COMET_WORKSPACE, COMET_PROJECT_NAME variables defined
exp <- get_experiment("SOME-EXPERIMENT-KEY")
exp$get_key()
exp$get_metadata()
exp$add_tags(c("test", "tag2"))
exp$get_tags()
exp$log_metric("metric1", 5)
exp$get_metric("metric1")
exp$get_metrics_summary()
exp$stop()
Apr. 25, 2024