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zyJ}3Mn2Qi`1lE-mMv9L)qyT#RBdo22MzYRnLCTX8>vk=%uT8NMBXI+*UjFrnecQd@ zf*vS;A1-Kf;olyyg#YO;5X}F<5B)d(49dUzZ+yA`^s61e|NqC2fc%&4-hchdA^(4G iKZfZ)Ui+)0D@PBXyAfB6xU!;m^Pcp5sqEX2Uj7e_KIi`c diff --git a/src/geophires_docs/generate_fervo_project_red_2026_docs.py b/src/geophires_docs/generate_fervo_project_red_2026_docs.py index 2b81ab4a..c751753b 100644 --- a/src/geophires_docs/generate_fervo_project_red_2026_docs.py +++ b/src/geophires_docs/generate_fervo_project_red_2026_docs.py @@ -627,19 +627,24 @@ def _generate_fracture_sensitivity_graph( } ) + label_prefix = 'GEOPHIRES: ' if frac_count == base_number_of_fractures else '' + label_suffix = ' (Baseline)' if frac_count == base_number_of_fractures else '' + if calculate_stats and not df_included.empty: geo_interp = interp1d(geophires_x, geophires_y, kind='linear', fill_value='extrapolate') y_geo = geo_interp(df_included['Time_Years']) - rmse_g = float(np.sqrt(((y_true - y_geo) ** 2).mean())) - bias_g = float((y_geo - y_true).mean()) ss_res_g = float(np.sum((y_true - y_geo) ** 2)) - r2_g = 1.0 - (ss_res_g / ss_tot) if ss_tot != 0.0 else 0.0 - _log.info(f'{frac_count} Fractures: RMSE={rmse_g:.2f}°C, R²={r2_g:.4f}, Bias={bias_g:.2f}°C') + calculated_stats = _StatsAlignmentResult( + rmse_degc=float(np.sqrt(((y_true - y_geo) ** 2).mean())), + bias_degc=float((y_geo - y_true).mean()), + r2=1.0 - (ss_res_g / ss_tot) if ss_tot != 0.0 else 0.0, + ) - label_prefix = 'GEOPHIRES: ' if frac_count == base_number_of_fractures else '' - label_suffix = ' (Baseline)' if frac_count == base_number_of_fractures else '' + _log.info(f'{frac_count} Fractures: {calculated_stats.as_caption}') + + label_suffix += f' (R²={calculated_stats.r2:.4f})' ax.plot( geophires_x, From f10233f3b45993981f7d20d20c3eb55b3fe02703 Mon Sep 17 00:00:00 2001 From: softwareengineerprogrammer <4056124+softwareengineerprogrammer@users.noreply.github.com> Date: Fri, 24 Apr 2026 09:17:17 -0700 Subject: [PATCH 2/3] minor code clean up - variance analysis filename variable name --- .../generate_fervo_project_red_2026_docs.py | 8 +++----- 1 file changed, 3 insertions(+), 5 deletions(-) diff --git a/src/geophires_docs/generate_fervo_project_red_2026_docs.py b/src/geophires_docs/generate_fervo_project_red_2026_docs.py index c751753b..f9958e28 100644 --- a/src/geophires_docs/generate_fervo_project_red_2026_docs.py +++ b/src/geophires_docs/generate_fervo_project_red_2026_docs.py @@ -31,7 +31,7 @@ _PRODUCTION_CSV_FILENAME = 'project_red_2026_production_data.csv' _MODEL_CSV_FILENAME = 'project_red_2026_model_data.csv' -_STEADY_STATE_CSV_FILENAME = 'project_red_2026_variance_analysis.csv' +_VARIANCE_ANALYSIS_CSV_FILENAME = 'project_red_2026_variance_analysis.csv' _GENERATED_GRAPH_FILENAME_STEM = 'fervo_project_red-2026_production-temperature-data-vs-modeling' _STEADY_STATE_START_YEARS = 0.041625 @@ -268,7 +268,6 @@ def _get_steady_state_mask(df_prod: pd.DataFrame, steady_state_start_years: floa def _generate_production_temperature_comparison_graph( production_csv_path: Path, model_csv_path: Path, - steady_state_csv_path: Path, output_path_stem: Path, steady_state_start_years: float = _STEADY_STATE_START_YEARS, geophires_data: pd.Series | None = None, @@ -803,7 +802,7 @@ def generate_fervo_project_red_2026_docs(): _BUILD_DIR.mkdir(parents=True, exist_ok=True) production_csv_path_ = _BUILD_DIR / _PRODUCTION_CSV_FILENAME model_csv_path_ = _BUILD_DIR / _MODEL_CSV_FILENAME - steady_state_csv_path = _BUILD_DIR / _STEADY_STATE_CSV_FILENAME + variance_analysis_csv_path = _BUILD_DIR / _VARIANCE_ANALYSIS_CSV_FILENAME generated_graph_path_stem = _get_file_path(f'../../docs/_images/{_GENERATED_GRAPH_FILENAME_STEM}') _log.info('Extracting data from image...') @@ -867,14 +866,13 @@ def generate_fervo_project_red_2026_docs(): df_variance['Fervo_Modeled_Temperature_C'] = model_interpolator(df_variance['Time_Years']) df_variance['GEOPHIRES_Modeled_Temperature_C'] = geo_interp(df_variance['Time_Years']) - df_variance.to_csv(steady_state_csv_path, index=False) + df_variance.to_csv(variance_analysis_csv_path, index=False) _tab = ' ' _generate_production_temperature_comparison_graph( production_csv_path_, model_csv_path_, - steady_state_csv_path, generated_graph_path_stem, geophires_data=geophires_series, fervo_modeled_stats_caption=f'\n{_tab}{fervo_modeled_stats_caption}\n', From d66846a9a213ec3d76e7b5d6342dce8519c73722 Mon Sep 17 00:00:00 2001 From: softwareengineerprogrammer <4056124+softwareengineerprogrammer@users.noreply.github.com> Date: Fri, 24 Apr 2026 10:19:05 -0700 Subject: [PATCH 3/3] include sensitivity analysis columns in variance build csv and include R2 columns in variance CSV --- .../generate_fervo_project_red_2026_docs.py | 35 +++++++++++-------- 1 file changed, 21 insertions(+), 14 deletions(-) diff --git a/src/geophires_docs/generate_fervo_project_red_2026_docs.py b/src/geophires_docs/generate_fervo_project_red_2026_docs.py index f9958e28..b82f9dcc 100644 --- a/src/geophires_docs/generate_fervo_project_red_2026_docs.py +++ b/src/geophires_docs/generate_fervo_project_red_2026_docs.py @@ -470,7 +470,6 @@ def get_project_red_production_temperature_profile_series( pd.Series, Any, # interpolator ]: - input_and_result = get_project_red_input_params_and_result() input_params: GeophiresInputParameters = input_and_result[0] @@ -527,6 +526,7 @@ def _generate_fracture_sensitivity_graph( sensitivity_graph_path: Path, power_graph_path: Path, power_csv_path: Path, + df_variance: pd.DataFrame | None = None, show_excluded_measured_temperatures: bool = False, calculate_stats: bool = True, ) -> pd.DataFrame: @@ -626,24 +626,27 @@ def _generate_fracture_sensitivity_graph( } ) - label_prefix = 'GEOPHIRES: ' if frac_count == base_number_of_fractures else '' - label_suffix = ' (Baseline)' if frac_count == base_number_of_fractures else '' - if calculate_stats and not df_included.empty: geo_interp = interp1d(geophires_x, geophires_y, kind='linear', fill_value='extrapolate') y_geo = geo_interp(df_included['Time_Years']) + if df_variance is not None: + df_variance[f'GEOPHIRES_Modeled_Temperature_C_{frac_count}_Fractures'] = geo_interp( + df_variance['Time_Years'] + ) + + rmse_g = float(np.sqrt(((y_true - y_geo) ** 2).mean())) + bias_g = float((y_geo - y_true).mean()) ss_res_g = float(np.sum((y_true - y_geo) ** 2)) + r2_g = 1.0 - (ss_res_g / ss_tot) if ss_tot != 0.0 else 0.0 - calculated_stats = _StatsAlignmentResult( - rmse_degc=float(np.sqrt(((y_true - y_geo) ** 2).mean())), - bias_degc=float((y_geo - y_true).mean()), - r2=1.0 - (ss_res_g / ss_tot) if ss_tot != 0.0 else 0.0, - ) + if df_variance is not None: + df_variance.loc[0, f'GEOPHIRES_R2_{frac_count}_Fractures'] = r2_g - _log.info(f'{frac_count} Fractures: {calculated_stats.as_caption}') + _log.info(f'{frac_count} Fractures: RMSE={rmse_g:.2f}°C, R²={r2_g:.4f}, Bias={bias_g:.2f}°C') - label_suffix += f' (R²={calculated_stats.r2:.4f})' + label_prefix = 'GEOPHIRES: ' if frac_count == base_number_of_fractures else '' + label_suffix = ' (Baseline)' if frac_count == base_number_of_fractures else '' ax.plot( geophires_x, @@ -742,7 +745,6 @@ def generate_fervo_project_red_2026_md( geophires_stats_alignment: _StatsAlignmentResult, project_root: Path = _PROJECT_ROOT, ) -> None: - result_values: dict[str, Any] = {} # get_result_values(result) def _get_input_params_dict_with_nbsp() -> dict[str, Any]: @@ -864,9 +866,10 @@ def generate_fervo_project_red_2026_docs(): df_model_['Time_Years'], df_model_['Temperature_C'], kind='linear', fill_value='extrapolate' ) df_variance['Fervo_Modeled_Temperature_C'] = model_interpolator(df_variance['Time_Years']) - df_variance['GEOPHIRES_Modeled_Temperature_C'] = geo_interp(df_variance['Time_Years']) + df_variance.loc[0, 'Fervo_R2'] = fervo_stat_result.r2 - df_variance.to_csv(variance_analysis_csv_path, index=False) + df_variance['GEOPHIRES_Modeled_Temperature_C'] = geo_interp(df_variance['Time_Years']) + df_variance.loc[0, 'GEOPHIRES_R2'] = geophires_stat_result.r2 _tab = ' ' @@ -899,9 +902,13 @@ def generate_fervo_project_red_2026_docs(): _get_file_path(f'../../docs/_images/{_GENERATED_GRAPH_FILENAME_STEM}-fracture-sensitivity.png'), _get_file_path(f'../../docs/_images/{_GENERATED_GRAPH_FILENAME_STEM}-power-sensitivity.png'), _BUILD_DIR / 'project_red_2026_power_sensitivity.csv', + df_variance=df_variance, ) _log.info('Wrote sensitivity graphs and power data') + df_variance.to_csv(variance_analysis_csv_path, index=False) + _log.info(f'Wrote variance analysis CSV: {variance_analysis_csv_path}') + generate_fervo_project_red_2026_md( *get_project_red_input_params_and_result(), fervo_stat_result, geophires_stat_result )