Deborah.MiriamThreads

module MiriamThreads

Deborah.MiriamThreads — Threaded dispatcher for multi-job Deborah.Miriam (multi-ensemble) runs.

Deborah.MiriamThreads parallelizes Deborah.Miriam reweighting/interpolation analyses across LBP/TRP grids using Julia Threads. It parses a batch TOML into concrete job arguments, materializes per-job configs, ensures ensemble/multi-ensemble prerequisites, and launches computation in batches of Base.Threads.nthreads().

Scope & Responsibilities

• Config expansion: Turn a single batch TOML into a list of MiriamThreadsRunner.JobArgsMiriam (one per (label, train) pair).
• Per-job config writer: Serialize MiriamThreadsRunner.JobArgsMiriam to a TOML-compatible OrderedDict and save as config_Miriam_<overall_name>.toml.
• Dependency guards:
  • Ensure single-ensemble prerequisites (Deborah.DeborahCore→Deborah.Esther) via Deborah.DeborahEstherMiriam.MiriamDependencyManager.ensure_ensemble_exists.
  • Validate multi-ensemble outputs via Deborah.DeborahEstherMiriam.MiriamExistenceManager.ensure_multi_ensemble_exists.
• Threaded execution: Dispatch jobs in batches; each job writes its own .log.

Public API

• MiriamThreadsRunner.run_MiriamThreads
• MiriamThreadsRunner.run_MiriamThreadsCheck

File/Path Conventions

• Output base (abbrev on/off):

<location>/<analysis_header>*<multi_ensemble>/
<analysis_header>*<multi_ensemble>_<TrM1..TrM4(+model_suffixes)>/

• Per-job directory: .../<overall_name>/
• Per-job config: config_Miriam_<overall_name>.toml
• Per-job log: run_Miriam_<overall_name>.log

Minimal Usage (REPL)

julia> using Deborah
julia> run_MiriamThreads("config_MiriamThreads.toml")
# or check-only:
julia> run_MiriamThreadsCheck("config_MiriamThreads.toml")

Notes

• $1$-based indices: all read_column_* and index_column fields are $1$-based.
• Abbreviation support: when use_abbreviation = true, compact codes are used to build overall_name and directory names.
• Parallel width: equals Base.Threads.nthreads(); set JULIA_NUM_THREADS to adjust.
• Resampling: supports bootstrap method $\in$ {"nonoverlapping","moving","circular"}.

See Also

• Deborah.DeborahEstherMiriam.MiriamDependencyManager,
• Deborah.DeborahEstherMiriam.MiriamExistenceManager,
• Deborah.Miriam.MiriamRunner.