paths.py

"""Where the files of this repository live.

Every script resolves its inputs and outputs through this module, so scripts can
be run from any working directory:

    python code/train_dbft.py
    cd code && python train_dbft.py

Layout: data/ holds the datasets, weights/ the trained models and their scalers
and held-out predictions, results/ the metric files, figures/ the generated
figures, paper/figure/ the manuscript figures.
"""

from pathlib import Path

ROOT = Path(__file__).resolve().parents[1]
CODE = ROOT / "code"
DATA = ROOT / "data"
WEIGHTS = ROOT / "weights"
RESULTS = ROOT / "results"
FIGURES = ROOT / "figures"
PAPER_FIGURES = ROOT / "paper" / "figure"
REPORTS = ROOT / "FWD_Reports" / "FWD_DOH"   # raw DOH reports, not redistributed

SURROGATE = DATA / "strain_result.xlsx"                    # 2,430-case factorial
SURROGATE_EXT = DATA / "strain_result_extended.csv"        # 14,174 rows
SURROGATE_EXT_XLSX = DATA / "strain_result_extended.xlsx"
FIELD_RAW = DATA / "field_data.csv"                        # extract of the reports
FIELD = DATA / "field_dataset.csv"                         # training form

for _d in (WEIGHTS, RESULTS, FIGURES):
    _d.mkdir(exist_ok=True)