import argparse import configparser from datetime import datetime, time import logging import pathlib import re from multiprocessing.pool import ThreadPool import numpy as np import scipy.io as sio parser = argparse.ArgumentParser(description="Convert swash output to numpy") parser.add_argument("-v", "--verbose", action="count", default=0) parser.add_argument("-c", "--config", default="config.ini") args = parser.parse_args() logging.basicConfig(level=max((10, 20 - 10 * args.verbose))) log = logging.getLogger("sws_npz") log.info("Starting sws -> npz converter") config = configparser.ConfigParser() config.read(args.config) sws_out = pathlib.Path(config.get("swash", "out")) inp = pathlib.Path(config.get("post", "inp")) inp.mkdir(parents=True, exist_ok=True) log.info(f"Reading swash output from '{sws_out}'") raw_tsec = sio.loadmat(sws_out.joinpath("tsec.mat")) i = np.fromiter( (k[5:] for k in raw_tsec.keys() if re.compile(r"^Tsec_").match(k)), dtype="U10" ) t = np.fromiter((raw_tsec[f"Tsec_{k}"][0, 0] * 10**3 for k in i), dtype=np.uintc) np.save(inp.joinpath("t"), t) del raw_tsec raw_xp = sio.loadmat(sws_out.joinpath("xp.mat"), variable_names="Xp") x = raw_xp["Xp"][0] np.save(inp.joinpath("x"), x) del raw_xp raw_botl = sio.loadmat(sws_out.joinpath("botl.mat"), variable_names="Botlev") botl = raw_botl["Botlev"][0] np.save(inp.joinpath("botl"), botl) del raw_botl, botl raw_watl = sio.loadmat(sws_out.joinpath("watl.mat")) watl = np.asarray( [raw_watl[i0][0] for i0 in np.char.add("Watlev_", i)], dtype=np.single ) np.save(inp.joinpath("watl"), watl) del raw_watl, watl raw_vel = sio.loadmat(sws_out.joinpath("vel.mat")) vel_x = np.asarray([raw_vel[i0][0] for i0 in np.char.add("vel_x_", i)], dtype=np.single) np.save(inp.joinpath("vel_x"), vel_x) del raw_vel, vel_x raw_zk = sio.loadmat(sws_out.joinpath("zk.mat")) n_zk = (len(raw_zk.keys()) - 3) // t.size zk = np.asarray( [ raw_zk[i0][0] for i0 in np.char.add( np.char.replace("zki_", "i", np.arange(n_zk).astype("U1"), count=1)[ None, : ], i[:, None], ).reshape(-1) ], dtype=np.single, ).reshape((t.size, n_zk, x.size)) np.save(inp.joinpath("zk"), zk) del raw_zk, zk