analysis.wall_clock_time.log_data

Methods for analyzing simulation logs.

Functions

get_wall_clock_time_from_logs(bucket, ...)

Extract wall clock times from log files.

get_wall_clock_time_from_logs(bucket: str, series_name: str, condition_keys: list[str], random_seeds: list[int], job_arns: dict, pattern: str) → DataFrame

Extract wall clock times from log files.

Parameters:

• bucket – Name of S3 bucket for input and output files.

• series_name – Name of simulation series.

• condition_keys – List of condition keys.

• random_seeds – Random seeds for simulations.

• job_arns – Map of conditions to job ARNs.

• pattern – Regex pattern to find wall clock time in log text.

Returns:

Dataframe of wall clock times.