"""ZPG flat plate validation plots — NASA TMR / Collaborative Testing Challenge 2022. Required metrics (turb-prs2022 challenge): (1) Cf vs. x (2) u+ vs. log10(y+) at x = 0.97 (compare with theory) Plots overlay: - k-omega SST baseline (this submission) ../baseline_komegasst/*.dat - Reference theory ../highfidelity/*.dat - Optional user model (set MODEL_DIR below) same dat-file naming Run: python plot_profiles.py Output: PDFs in this directory (./plots/). """ import os import sys import numpy as np import matplotlib matplotlib.rcParams.update({'font.size': 14}) import matplotlib.pyplot as plt # Import the parser shipped one level up sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), '..', '..'))) from dat_to_csv import read_nasa_zone_file as _read HERE = os.path.dirname(os.path.abspath(__file__)) BASELINE = os.path.join(HERE, '..', 'baseline_komegasst') EXPERIMENT = os.path.join(HERE, '..', 'highfidelity') MODEL_DIR = os.environ.get('MODEL_DIR') # e.g. export MODEL_DIR=/path/to/your_model_dat_dir BASELINE_LABEL = r'$k$-$\omega$ SST (baseline)' EXP_LABEL = 'Coles velocity law' MODEL_LABEL = 'Submitted model' def _safe_read(path): if not os.path.isfile(path): return None return _read(path) # (1) Cf vs x --------------------------------------------------------------- plt.figure(figsize=(7, 4.5)) d = _safe_read(os.path.join(BASELINE, '2DZP_cf.dat')) if d: for k, v in d.items(): plt.plot(v['x'], v['Cf'], '-', lw=2, color='grey', label=BASELINE_LABEL, zorder=5) if MODEL_DIR: d = _safe_read(os.path.join(MODEL_DIR, '2DZP_cf.dat')) if d: for k, v in d.items(): plt.plot(v['x'], v['Cf'], '--', lw=2, color='deeppink', label=MODEL_LABEL, zorder=10) d = _safe_read(os.path.join(EXPERIMENT, 'cf_as_function_of_x.dat')) if d: colors = ['b', 'r', 'k'] for i, (k, v) in enumerate(d.items()): plt.plot(v['x'], v['skinfr'], ':', lw=2, color=colors[i % 3], label=k.split(',')[1].strip()) plt.xlabel('x') plt.ylabel(r'$C_f$') plt.ylim(0.002, 0.006) plt.xlim(0, 2) plt.grid(); plt.legend(); plt.tight_layout(pad=0.3) plt.savefig(os.path.join(HERE, '2DZP_cf.pdf')) # (2) u+ vs log10(y+) at x=0.97 -------------------------------------------- plt.figure(figsize=(7, 4.5)) d = _safe_read(os.path.join(BASELINE, '2DZP_u+y+.dat')) if d: for k, v in d.items(): plt.plot(v['log(y+)'], v['u+'], '-', lw=2, color='grey', label=BASELINE_LABEL, zorder=5) if MODEL_DIR: d = _safe_read(os.path.join(MODEL_DIR, '2DZP_u+y+.dat')) if d: for k, v in d.items(): plt.plot(v['log(y+)'], v['u+'], '--', lw=2, color='deeppink', label=MODEL_LABEL, zorder=10) d = _safe_read(os.path.join(EXPERIMENT, 'u+y+.dat')) if d: for k, v in d.items(): plt.plot(np.log10(v['y+']), v['u+'], ':', lw=2, color='k', label=EXP_LABEL) plt.xlabel(r'$\log_{10}(y^+)$') plt.ylabel(r'$u^+$') plt.ylim(0, 30) plt.xlim(-1, 4) plt.grid(); plt.legend(); plt.tight_layout(pad=0.3) plt.savefig(os.path.join(HERE, '2DZP_u+y+.pdf')) print(f'Wrote plots to {HERE}')