diff --git a/.gitignore b/.gitignore index 9bd3eed..1d61213 100644 --- a/.gitignore +++ b/.gitignore @@ -137,3 +137,8 @@ docsrc/notebooks/.DS_Store # test /test +docsrc/notebooks/.jupyter/desktop-workspaces/default-37a8.jupyterlab-workspace +docsrc/notebooks/.virtual_documents/lmr-real-pages2k-inpdt-verification.ipynb +*.gz +*.nc +*.pkl diff --git a/cfr/reconres.py b/cfr/reconres.py index 6660274..904883b 100644 --- a/cfr/reconres.py +++ b/cfr/reconres.py @@ -15,6 +15,9 @@ import matplotlib.pyplot as plt from matplotlib import gridspec from .visual import CartopySettings +from .reconjob import ReconJob +import pandas as pd +from . import utils,visual class ReconRes: ''' The class for reconstruction results ''' @@ -147,4 +150,106 @@ def plot_valid(self, recon_name_dict=None, target_name_dict=None, fig[k], ax[k] = v.plot(label='recon', **valid_ts_kws) ax[k].set_ylabel(recon_name_dict[k]) - return fig, ax \ No newline at end of file + return fig, ax + + + def load_proxylabels(self, verbose=False): + """ + Load proxy labels from the reconstruction results. + Proxy with "assim" means it is assimilated. + Proxy with "eval" means it is used for evaluation. + """ + proxy_labels = [] # list of proxy labels + for path in self.paths: # loop over all ensemble members + with xr.open_dataset(path) as ds_tmp: + proxy_labels.append(ds_tmp.attrs) # dict for proxy labels + + self.proxy_labels = proxy_labels + if verbose: + p_success(f">>> ReconRes.proxy_labels created") + + def independent_verify(self, job_path, verbose=False, calib_period=(1850, 2000),min_verify_len=10): + """ + Perform independent verification. + job_path (str): the path to the job. + verbose (bool, optional): print verbose information. Defaults to False. + """ + # load the reconstructions for the "prior" + job = ReconJob() + job.load(job_path) + independent_info_list = [] + for path_index ,path in enumerate(self.paths): + proxy_labels = self.proxy_labels[path_index] + job.load_clim( + tag="prior", + path_dict={ + "tas": path, + }, + anom_period=(1951, 1980), + ) + job.forward_psms(verbose=verbose) + if verbose: + p_success(f">>> Prior loaded from {path}") + # compare the pesudo-proxy records with the real records + calib_PDB = job.proxydb.filter(by="tag", keys=["calibrated"]) + for i, (pname, proxy) in enumerate(calib_PDB.records.items()): + detail = proxy.psm.calib_details + attr_dict = {} + attr_dict['name'] = pname + attr_dict['seasonality'] = detail['seasonality'] + if pname in proxy_labels['pids_assim']: + attr_dict['assim'] = True + elif pname in proxy_labels['pids_eval']: + attr_dict['assim'] = False + else: + raise ValueError(f"Proxy {pname} is not labeled as assim or eval. Please check the proxy labels.") + reconstructed = pd.DataFrame( + { + "time": proxy.pseudo.time, + "estimated": proxy.pseudo.value, + } + ) + real = pd.DataFrame( + { + "time": proxy.time, + "observed": proxy.value, + } + ) + Df = real.dropna().merge(reconstructed, on="time", how="inner") + Df.set_index("time", drop=True, inplace=True) + Df.sort_index(inplace=True) + Df.astype(float) + masks = { + "all": None, + "in": (Df.index >= calib_period[0]) & (Df.index <= calib_period[1]), # in the calibration period + "before": (Df.index < calib_period[0]), # before the calibration period + } + for mask_name, mask in masks.items(): + if mask is not None: + Df_masked = Df[mask] + else: + Df_masked = Df + if len(Df_masked) < min_verify_len: + corr = np.nan + ce = np.nan + else: + corr = Df_masked.corr().iloc[0, 1] + ce = utils.coefficient_efficiency( + Df_masked.observed.values, Df_masked.estimated.values + ) + attr_dict[mask_name + '_corr'] = corr + attr_dict[mask_name + '_ce'] = ce + independent_info_list.append(attr_dict) + independent_info_list = pd.DataFrame(independent_info_list) + self.independent_info_list = independent_info_list + if verbose: + p_success(f">>> Independent verification completed, results stored in ReconRes.independent_info_list") + p_success(f">>> Records Number: {len(independent_info_list)}") + return independent_info_list + + def plot_independent_verify(self): + """ + Plot the independent verification results. + """ + fig, axs = visual.plot_independent_distribution(self.independent_info_list) + return fig, axs \ No newline at end of file diff --git a/cfr/visual.py b/cfr/visual.py index 66298f3..f5146eb 100644 --- a/cfr/visual.py +++ b/cfr/visual.py @@ -846,6 +846,37 @@ def in_notebook(): return True +def plot_independent_distribution(independent_info_list: pd.DataFrame,calib_period = [1880, 2000]): + """ + Plot the distribution of independent test results + """ + fig = plt.figure(figsize=[20, 10]) + gs = gridspec.GridSpec(2, 2) + gs.update(wspace=0.2, hspace=0.2) + bins = np.linspace(-1, 1, 41) + axs = {} + fs = 20 + for ind_y, metric in enumerate(['corr','ce']): + i = 0 + for label in [True, False]: + axs[str(label) + metric] = fig.add_subplot(gs[ind_y, i]) + ax = axs[str(label) + metric] + table_use = independent_info_list[independent_info_list['assim'] == label] + ax.hist( + table_use[f'in_{metric}'], bins=bins, alpha=0.5, label=f'{calib_period[0]} to {calib_period[1]}', color='blue', density=True + ) + ax.hist(table_use[f'before_{metric}'], bins=bins, alpha=0.5, + label=f'before {calib_period[0]}', density=True, color='red') + ax.legend(loc='upper left', fontsize=fs) + ax.axvline(x=0, color='black', linestyle='--') + title = ['Assimilated Proxies', 'Non-assimilated Proxies'][i] + ax.set_title(title, fontsize=fs) if ind_y == 0 else None + ax.set_xlabel('Correlation', fontsize=fs) if metric == 'corr' else ax.set_xlabel('Correlation Efficiency', fontsize=fs) + ax.set_ylabel('Density', fontsize=fs) + i += 1 + return fig, axs + + def showfig(fig, close=True): '''Show the figure diff --git a/docsrc/notebooks/lmr-real-pages2k-inpdt-verification.ipynb b/docsrc/notebooks/lmr-real-pages2k-inpdt-verification.ipynb new file mode 100644 index 0000000..4ed415b --- /dev/null +++ b/docsrc/notebooks/lmr-real-pages2k-inpdt-verification.ipynb @@ -0,0 +1,772 @@ +{ + "cells": [ + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Proxy Independent Verification" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2025.5.7\n" + ] + } + ], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "\n", + "import cfr\n", + "print(cfr.__version__)" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Load the PAGES2k database" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "job = cfr.ReconJob()\n", + "job.load_proxydb('PAGES2kv2')" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Filter the database\n", + "\n", + "We only need the corals in this example." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "job.filter_proxydb(by='ptype', keys=['coral'])\n", + "fig, ax = job.proxydb.plot(plot_count=True)" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Annualize the database" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\u001b[36m\u001b[1m>>> job.configs[\"annualize_proxydb_months\"] = [12, 1, 2]\n", + "\u001b[0m\u001b[36m\u001b[1m>>> job.configs[\"annualize_proxydb_ptypes\"] = ['coral']\n", + "\u001b[0m" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Annualizing ProxyDatabase: 100%|██████████| 104/104 [00:01<00:00, 81.68it/s]" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\u001b[32m\u001b[1m>>> 99 records remaining\n", + "\u001b[0m\u001b[32m\u001b[1m>>> job.proxydb updated\n", + "\u001b[0m" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\n" + ] + } + ], + "source": [ + "job.annualize_proxydb(months=[12, 1, 2], ptypes=['coral'], verbose=True)" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Load the gridded climate data\n", + "\n", + "### Load the model prior" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/anaconda3/envs/cfr-env/lib/python3.11/site-packages/urllib3/connectionpool.py:1097: InsecureRequestWarning: Unverified HTTPS request is being made to host 'atmos.washington.edu'. Adding certificate verification is strongly advised. See: https://urllib3.readthedocs.io/en/latest/advanced-usage.html#tls-warnings\n", + " warnings.warn(\n", + "Fetching data: 100%|██████████| 732M/732M [00:30<00:00, 25.3MiB/s] \n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\u001b[32m\u001b[1m>>> Downloaded file saved at: ./data/tas_sfc_Amon_iCESM_past1000historical_085001-200512.nc\n", + "\u001b[0m" + ] + } + ], + "source": [ + "job.load_clim(\n", + " tag='prior',\n", + " path_dict={\n", + " 'tas': 'iCESM_past1000historical/tas',\n", + " },\n", + " anom_period=(1951, 1980),\n", + ")" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Load the instrumental observations" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/anaconda3/envs/cfr-env/lib/python3.11/site-packages/urllib3/connectionpool.py:1097: InsecureRequestWarning: Unverified HTTPS request is being made to host 'data.giss.nasa.gov'. Adding certificate verification is strongly advised. See: https://urllib3.readthedocs.io/en/latest/advanced-usage.html#tls-warnings\n", + " warnings.warn(\n", + "Fetching data: 100%|██████████| 24.4M/24.4M [00:01<00:00, 18.8MiB/s]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\u001b[32m\u001b[1m>>> Downloaded file saved at: ./data/gistemp1200_GHCNv4_ERSSTv5.nc.gz\n", + "\u001b[0m" + ] + } + ], + "source": [ + "job.load_clim(\n", + " tag='obs',\n", + " path_dict={\n", + " 'tas': 'gistemp1200_GHCNv4_ERSSTv5',\n", + " },\n", + " rename_dict={'tas': 'tempanomaly'},\n", + " anom_period=(1951, 1980),\n", + ")" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Proxy system modeling" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Calibrating the proxy system models" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\u001b[36m\u001b[1m>>> job.configs[\"ptype_psm_dict\"] = {'coral.d18O': 'Linear', 'coral.SrCa': 'Linear', 'coral.calc': 'Linear'}\n", + "\u001b[0m\u001b[36m\u001b[1m>>> job.configs[\"ptype_season_dict\"] = {'coral.d18O': [12, 1, 2], 'coral.SrCa': [12, 1, 2], 'coral.calc': [12, 1, 2]}\n", + "\u001b[0m\u001b[36m\u001b[1m>>> job.configs[\"ptype_clim_dict\"] = {'coral.d18O': ['tas'], 'coral.SrCa': ['tas'], 'coral.calc': ['tas']}\n", + "\u001b[0m\u001b[36m\u001b[1m>>> job.configs[\"psm_calib_period\"] = (1850, 2015)\n", + "\u001b[0m" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Calibrating the PSMs: 9%|▉ | 9/99 [00:00<00:01, 84.30it/s]" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The number of overlapped data points is 14 < 25. Skipping ...\n", + "The number of overlapped data points is 20 < 25. Skipping ...\n", + "The number of overlapped data points is 22 < 25. Skipping ...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Calibrating the PSMs: 31%|███▏ | 31/99 [00:00<00:00, 96.95it/s]" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The number of overlapped data points is 9 < 25. Skipping ...\n", + "The number of overlapped data points is 24 < 25. Skipping ...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Calibrating the PSMs: 64%|██████▎ | 63/99 [00:00<00:00, 99.62it/s]" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The number of overlapped data points is 22 < 25. Skipping ...\n", + "The number of overlapped data points is 22 < 25. Skipping ...\n", + "The number of overlapped data points is 0 < 25. Skipping ...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Calibrating the PSMs: 84%|████████▍ | 83/99 [00:00<00:00, 98.30it/s]" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The number of overlapped data points is 21 < 25. Skipping ...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Calibrating the PSMs: 100%|██████████| 99/99 [00:01<00:00, 97.06it/s]" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\u001b[33m\u001b[1m>>> PSM for Ocn_144 failed to be calibrated.\n", + "\u001b[0m\u001b[33m\u001b[1m>>> PSM for Ocn_149 failed to be calibrated.\n", + "\u001b[0m\u001b[33m\u001b[1m>>> PSM for Ocn_150 failed to be calibrated.\n", + "\u001b[0m\u001b[33m\u001b[1m>>> PSM for Ocn_145 failed to be calibrated.\n", + "\u001b[0m\u001b[33m\u001b[1m>>> PSM for Ocn_152 failed to be calibrated.\n", + "\u001b[0m\u001b[33m\u001b[1m>>> PSM for Ocn_164 failed to be calibrated.\n", + "\u001b[0m\u001b[33m\u001b[1m>>> PSM for Ocn_165 failed to be calibrated.\n", + "\u001b[0m\u001b[33m\u001b[1m>>> PSM for Ocn_138 failed to be calibrated.\n", + "\u001b[0m\u001b[33m\u001b[1m>>> PSM for Ocn_183 failed to be calibrated.\n", + "\u001b[0m\u001b[32m\u001b[1m>>> 90 records tagged \"calibrated\" with ProxyRecord.psm created\n", + "\u001b[0m" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\n" + ] + } + ], + "source": [ + "ptype_psm_dict = {\n", + " 'coral.d18O': 'Linear',\n", + " 'coral.calc': 'Linear',\n", + " 'coral.SrCa': 'Linear',\n", + "}\n", + "\n", + "ptype_season_dict = {\n", + " 'coral.d18O': [12, 1, 2],\n", + " 'coral.calc': [12, 1, 2],\n", + " 'coral.SrCa': [12, 1, 2],\n", + "}\n", + "\n", + "ptype_clim_dict = {\n", + " 'coral.d18O': ['tas'],\n", + " 'coral.calc': ['tas'],\n", + " 'coral.SrCa': ['tas'],\n", + "}\n", + "\n", + "job.calib_psms(\n", + " ptype_psm_dict=ptype_psm_dict,\n", + " ptype_season_dict=ptype_season_dict,\n", + " ptype_clim_dict=ptype_clim_dict,\n", + " calib_period=(1850, 2015),\n", + " verbose=True,\n", + ")" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Forwarding the proxy system models" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Forwarding the PSMs: 100%|██████████| 90/90 [00:04<00:00, 19.16it/s]\n" + ] + } + ], + "source": [ + "job.forward_psms()" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Annualizing, regridding, and cropping the prior field" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\u001b[36m\u001b[1m>>> job.configs[\"prior_annualize_months\"] = [12, 1, 2]\n", + "\u001b[0m\u001b[36m\u001b[1m>>> Processing tas ...\n", + "\u001b[0m\u001b[32m\u001b[1m>>> job.prior updated\n", + "\u001b[0m\u001b[36m\u001b[1m>>> job.configs[\"prior_regrid_nlat\"] = 42\n", + "\u001b[0m\u001b[36m\u001b[1m>>> job.configs[\"prior_regrid_nlon\"] = 63\n", + "\u001b[0m\u001b[36m\u001b[1m>>> Processing tas ...\n", + "\u001b[0m\u001b[36m\u001b[1m>>> job.configs[\"prior_lat_min\"] = -35\n", + "\u001b[0m\u001b[36m\u001b[1m>>> job.configs[\"prior_lat_max\"] = 35\n", + "\u001b[0m\u001b[36m\u001b[1m>>> job.configs[\"prior_lon_min\"] = 0\n", + "\u001b[0m\u001b[36m\u001b[1m>>> job.configs[\"prior_lon_max\"] = 360\n", + "\u001b[0m\u001b[36m\u001b[1m>>> Processing tas ...\n", + "\u001b[0m" + ] + } + ], + "source": [ + "job.annualize_clim(tag='prior', months=[12, 1, 2], verbose=True)\n", + "job.regrid_clim(tag='prior', nlat=42, nlon=63, verbose=True)\n", + "job.crop_clim(tag='prior', lat_min=-35, lat_max=35, verbose=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = job.prior['tas'][-1].plot()" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Run the DA solver" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\u001b[36m\u001b[1m>>> job.configs[\"recon_seeds\"] = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10]\n", + "\u001b[0m\u001b[36m\u001b[1m>>> job.configs[\"save_dirpath\"] = ./recons/lmr-real-pages2k-iv\n", + "\u001b[0m\u001b[36m\u001b[1m>>> seed: 1 | max: 10\n", + "\u001b[0m" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "KF updating: 100%|██████████| 2001/2001 [00:07<00:00, 254.40it/s] \n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\u001b[32m\u001b[1m>>> Reconstructed fields saved to: ./recons/lmr-real-pages2k-iv/job_r01_recon.nc\n", + "\u001b[0m\u001b[36m\u001b[1m>>> seed: 2 | max: 10\n", + "\u001b[0m" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "KF updating: 100%|██████████| 2001/2001 [00:07<00:00, 258.69it/s] \n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\u001b[32m\u001b[1m>>> Reconstructed fields saved to: ./recons/lmr-real-pages2k-iv/job_r02_recon.nc\n", + "\u001b[0m\u001b[36m\u001b[1m>>> seed: 3 | max: 10\n", + "\u001b[0m" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "KF updating: 100%|██████████| 2001/2001 [00:07<00:00, 253.66it/s] \n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\u001b[32m\u001b[1m>>> Reconstructed fields saved to: ./recons/lmr-real-pages2k-iv/job_r03_recon.nc\n", + "\u001b[0m\u001b[36m\u001b[1m>>> seed: 4 | max: 10\n", + "\u001b[0m" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "KF updating: 100%|██████████| 2001/2001 [00:07<00:00, 252.62it/s] \n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\u001b[32m\u001b[1m>>> Reconstructed fields saved to: ./recons/lmr-real-pages2k-iv/job_r04_recon.nc\n", + "\u001b[0m\u001b[36m\u001b[1m>>> seed: 5 | max: 10\n", + "\u001b[0m" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "KF updating: 100%|██████████| 2001/2001 [00:07<00:00, 253.13it/s] \n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\u001b[32m\u001b[1m>>> Reconstructed fields saved to: ./recons/lmr-real-pages2k-iv/job_r05_recon.nc\n", + "\u001b[0m\u001b[36m\u001b[1m>>> seed: 6 | max: 10\n", + "\u001b[0m" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "KF updating: 100%|██████████| 2001/2001 [00:07<00:00, 252.77it/s] \n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\u001b[32m\u001b[1m>>> Reconstructed fields saved to: ./recons/lmr-real-pages2k-iv/job_r06_recon.nc\n", + "\u001b[0m\u001b[36m\u001b[1m>>> seed: 7 | max: 10\n", + "\u001b[0m" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "KF updating: 100%|██████████| 2001/2001 [00:07<00:00, 250.38it/s] \n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\u001b[32m\u001b[1m>>> Reconstructed fields saved to: ./recons/lmr-real-pages2k-iv/job_r07_recon.nc\n", + "\u001b[0m\u001b[36m\u001b[1m>>> seed: 8 | max: 10\n", + "\u001b[0m" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "KF updating: 100%|██████████| 2001/2001 [00:08<00:00, 247.96it/s] \n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\u001b[32m\u001b[1m>>> Reconstructed fields saved to: ./recons/lmr-real-pages2k-iv/job_r08_recon.nc\n", + "\u001b[0m\u001b[36m\u001b[1m>>> seed: 9 | max: 10\n", + "\u001b[0m" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "KF updating: 100%|██████████| 2001/2001 [00:08<00:00, 245.81it/s] \n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\u001b[32m\u001b[1m>>> Reconstructed fields saved to: ./recons/lmr-real-pages2k-iv/job_r09_recon.nc\n", + "\u001b[0m\u001b[36m\u001b[1m>>> seed: 10 | max: 10\n", + "\u001b[0m" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "KF updating: 100%|██████████| 2001/2001 [00:08<00:00, 242.77it/s] \n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\u001b[32m\u001b[1m>>> Reconstructed fields saved to: ./recons/lmr-real-pages2k-iv/job_r10_recon.nc\n", + "\u001b[0m\u001b[32m\u001b[1m>>> DONE! Total time spent: 1.84 mins.\n", + "\u001b[0m" + ] + } + ], + "source": [ + "dirpath = './recons/lmr-real-pages2k-iv'\n", + "job.run_da_mc(\n", + " save_dirpath=dirpath,\n", + " recon_seeds=list(range(1, 11)),\n", + " verbose=True,\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [], + "source": [ + "# save the job\n", + "job.save(dirpath)" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Independent Verification" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\u001b[32m\u001b[1m>>> ReconRes.recons[\"nino3.4\"] created\n", + "\u001b[0m\u001b[32m\u001b[1m>>> ReconRes.da[\"nino3.4\"] created\n", + "\u001b[0m\u001b[32m\u001b[1m>>> ReconRes.recons[\"tas\"] created\n", + "\u001b[0m\u001b[32m\u001b[1m>>> ReconRes.da[\"tas\"] created\n", + "\u001b[0m\u001b[32m\u001b[1m>>> ReconRes.proxy_labels created\n", + "\u001b[0m" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Forwarding the PSMs: 0%| | 0/90 [00:00 \u001b[39m\u001b[32m7\u001b[39m info = res.independent_verify(dirpath)\n", + "\u001b[36mFile \u001b[39m\u001b[32m~/Documents/GitHub/cfr/cfr/reconres.py:190\u001b[39m, in \u001b[36mReconRes.independent_verify\u001b[39m\u001b[34m(self, job_path, verbose, calib_period, min_verify_len)\u001b[39m\n\u001b[32m 182\u001b[39m proxy_labels = \u001b[38;5;28mself\u001b[39m.proxy_labels[path_index]\n\u001b[32m 183\u001b[39m job.load_clim(\n\u001b[32m 184\u001b[39m tag=\u001b[33m\"\u001b[39m\u001b[33mprior\u001b[39m\u001b[33m\"\u001b[39m,\n\u001b[32m 185\u001b[39m path_dict={\n\u001b[32m (...)\u001b[39m\u001b[32m 188\u001b[39m anom_period=(\u001b[32m1951\u001b[39m, \u001b[32m1980\u001b[39m),\n\u001b[32m 189\u001b[39m )\n\u001b[32m--> \u001b[39m\u001b[32m190\u001b[39m job.forward_psms(verbose=verbose)\n\u001b[32m 191\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m verbose:\n\u001b[32m 192\u001b[39m p_success(\u001b[33mf\u001b[39m\u001b[33m\"\u001b[39m\u001b[33m>>> Prior loaded from \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mpath\u001b[38;5;132;01m}\u001b[39;00m\u001b[33m\"\u001b[39m)\n", + "\u001b[36mFile \u001b[39m\u001b[32m~/Documents/GitHub/cfr/cfr/reconjob.py:497\u001b[39m, in \u001b[36mReconJob.forward_psms\u001b[39m\u001b[34m(self, verbose, ptype_forward_dict)\u001b[39m\n\u001b[32m 495\u001b[39m \u001b[38;5;28;01mfor\u001b[39;00m vn \u001b[38;5;129;01min\u001b[39;00m pobj.psm.climate_required:\n\u001b[32m 496\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m \u001b[33m'\u001b[39m\u001b[33mclim\u001b[39m\u001b[33m'\u001b[39m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;129;01min\u001b[39;00m pobj.\u001b[34m__dict__\u001b[39m \u001b[38;5;129;01mor\u001b[39;00m \u001b[33mf\u001b[39m\u001b[33m'\u001b[39m\u001b[33mmodel.\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mvn\u001b[38;5;132;01m}\u001b[39;00m\u001b[33m'\u001b[39m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;129;01min\u001b[39;00m pobj.clim:\n\u001b[32m--> \u001b[39m\u001b[32m497\u001b[39m pobj.get_clim(\u001b[38;5;28mself\u001b[39m.prior[vn], tag=\u001b[33m'\u001b[39m\u001b[33mmodel\u001b[39m\u001b[33m'\u001b[39m)\n\u001b[32m 499\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m pobj.ptype \u001b[38;5;129;01min\u001b[39;00m ptype_forward_dict:\n\u001b[32m 500\u001b[39m pobj.pseudo = pobj.psm.forward(**ptype_forward_dict[pobj.ptype])\n", + "\u001b[36mFile \u001b[39m\u001b[32m~/Documents/GitHub/cfr/cfr/proxy.py:485\u001b[39m, in \u001b[36mProxyRecord.get_clim\u001b[39m\u001b[34m(self, fields, tag, verbose, search_dist, load, **kwargs)\u001b[39m\n\u001b[32m 482\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m tag \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[32m 483\u001b[39m name = \u001b[33mf\u001b[39m\u001b[33m'\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mtag\u001b[38;5;132;01m}\u001b[39;00m\u001b[33m.\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mname\u001b[38;5;132;01m}\u001b[39;00m\u001b[33m'\u001b[39m\n\u001b[32m--> \u001b[39m\u001b[32m485\u001b[39m nda = field.da.sel(lat=\u001b[38;5;28mself\u001b[39m.lat, lon=\u001b[38;5;28mself\u001b[39m.lon, **_kwargs)\n\u001b[32m 486\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m np.all(np.isnan(nda.values)) \u001b[38;5;129;01mand\u001b[39;00m search_dist \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[32m 487\u001b[39m \u001b[38;5;28;01mfor\u001b[39;00m i \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mrange\u001b[39m(\u001b[32m1\u001b[39m, search_dist+\u001b[32m1\u001b[39m):\n", + "\u001b[36mFile \u001b[39m\u001b[32m/opt/anaconda3/envs/cfr-env/lib/python3.11/site-packages/xarray/core/dataarray.py:1664\u001b[39m, in \u001b[36mDataArray.sel\u001b[39m\u001b[34m(self, indexers, method, tolerance, drop, **indexers_kwargs)\u001b[39m\n\u001b[32m 1548\u001b[39m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34msel\u001b[39m(\n\u001b[32m 1549\u001b[39m \u001b[38;5;28mself\u001b[39m,\n\u001b[32m 1550\u001b[39m indexers: Mapping[Any, Any] | \u001b[38;5;28;01mNone\u001b[39;00m = \u001b[38;5;28;01mNone\u001b[39;00m,\n\u001b[32m (...)\u001b[39m\u001b[32m 1554\u001b[39m **indexers_kwargs: Any,\n\u001b[32m 1555\u001b[39m ) -> Self:\n\u001b[32m 1556\u001b[39m \u001b[38;5;250m \u001b[39m\u001b[33;03m\"\"\"Return a new DataArray whose data is given by selecting index\u001b[39;00m\n\u001b[32m 1557\u001b[39m \u001b[33;03m labels along the specified dimension(s).\u001b[39;00m\n\u001b[32m 1558\u001b[39m \n\u001b[32m (...)\u001b[39m\u001b[32m 1662\u001b[39m \u001b[33;03m Dimensions without coordinates: points\u001b[39;00m\n\u001b[32m 1663\u001b[39m \u001b[33;03m \"\"\"\u001b[39;00m\n\u001b[32m-> \u001b[39m\u001b[32m1664\u001b[39m ds = \u001b[38;5;28mself\u001b[39m._to_temp_dataset().sel(\n\u001b[32m 1665\u001b[39m indexers=indexers,\n\u001b[32m 1666\u001b[39m drop=drop,\n\u001b[32m 1667\u001b[39m method=method,\n\u001b[32m 1668\u001b[39m tolerance=tolerance,\n\u001b[32m 1669\u001b[39m **indexers_kwargs,\n\u001b[32m 1670\u001b[39m )\n\u001b[32m 1671\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m._from_temp_dataset(ds)\n", + "\u001b[36mFile \u001b[39m\u001b[32m/opt/anaconda3/envs/cfr-env/lib/python3.11/site-packages/xarray/core/dataset.py:2911\u001b[39m, in \u001b[36mDataset.sel\u001b[39m\u001b[34m(self, indexers, method, tolerance, drop, **indexers_kwargs)\u001b[39m\n\u001b[32m 2843\u001b[39m \u001b[38;5;250m\u001b[39m\u001b[33;03m\"\"\"Returns a new dataset with each array indexed by tick labels\u001b[39;00m\n\u001b[32m 2844\u001b[39m \u001b[33;03malong the specified dimension(s).\u001b[39;00m\n\u001b[32m 2845\u001b[39m \n\u001b[32m (...)\u001b[39m\u001b[32m 2908\u001b[39m \n\u001b[32m 2909\u001b[39m \u001b[33;03m\"\"\"\u001b[39;00m\n\u001b[32m 2910\u001b[39m indexers = either_dict_or_kwargs(indexers, indexers_kwargs, \u001b[33m\"\u001b[39m\u001b[33msel\u001b[39m\u001b[33m\"\u001b[39m)\n\u001b[32m-> \u001b[39m\u001b[32m2911\u001b[39m query_results = map_index_queries(\n\u001b[32m 2912\u001b[39m \u001b[38;5;28mself\u001b[39m, indexers=indexers, method=method, tolerance=tolerance\n\u001b[32m 2913\u001b[39m )\n\u001b[32m 2915\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m drop:\n\u001b[32m 2916\u001b[39m no_scalar_variables = {}\n", + "\u001b[36mFile \u001b[39m\u001b[32m/opt/anaconda3/envs/cfr-env/lib/python3.11/site-packages/xarray/core/indexing.py:195\u001b[39m, in \u001b[36mmap_index_queries\u001b[39m\u001b[34m(obj, indexers, method, tolerance, **indexers_kwargs)\u001b[39m\n\u001b[32m 193\u001b[39m results.append(IndexSelResult(labels))\n\u001b[32m 194\u001b[39m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[32m--> \u001b[39m\u001b[32m195\u001b[39m results.append(index.sel(labels, **options))\n\u001b[32m 197\u001b[39m merged = merge_sel_results(results)\n\u001b[32m 199\u001b[39m \u001b[38;5;66;03m# drop dimension coordinates found in dimension indexers\u001b[39;00m\n\u001b[32m 200\u001b[39m \u001b[38;5;66;03m# (also drop multi-index if any)\u001b[39;00m\n\u001b[32m 201\u001b[39m \u001b[38;5;66;03m# (.sel() already ensures alignment)\u001b[39;00m\n", + "\u001b[36mFile \u001b[39m\u001b[32m/opt/anaconda3/envs/cfr-env/lib/python3.11/site-packages/xarray/core/indexes.py:856\u001b[39m, in \u001b[36mPandasIndex.sel\u001b[39m\u001b[34m(self, labels, method, tolerance)\u001b[39m\n\u001b[32m 854\u001b[39m indexer = \u001b[38;5;28mself\u001b[39m.index.get_loc(label_value)\n\u001b[32m 855\u001b[39m \u001b[38;5;28;01melif\u001b[39;00m method \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[32m--> \u001b[39m\u001b[32m856\u001b[39m indexer = get_indexer_nd(\u001b[38;5;28mself\u001b[39m.index, label_array, method, tolerance)\n\u001b[32m 857\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m np.any(indexer < \u001b[32m0\u001b[39m):\n\u001b[32m 858\u001b[39m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mKeyError\u001b[39;00m(\u001b[33mf\u001b[39m\u001b[33m\"\u001b[39m\u001b[33mnot all values found in index \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mcoord_name\u001b[38;5;132;01m!r}\u001b[39;00m\u001b[33m\"\u001b[39m)\n", + "\u001b[36mFile \u001b[39m\u001b[32m/opt/anaconda3/envs/cfr-env/lib/python3.11/site-packages/xarray/core/indexes.py:630\u001b[39m, in \u001b[36mget_indexer_nd\u001b[39m\u001b[34m(index, labels, method, tolerance)\u001b[39m\n\u001b[32m 628\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m flat_labels.dtype == \u001b[33m\"\u001b[39m\u001b[33mfloat16\u001b[39m\u001b[33m\"\u001b[39m:\n\u001b[32m 629\u001b[39m flat_labels = flat_labels.astype(\u001b[33m\"\u001b[39m\u001b[33mfloat64\u001b[39m\u001b[33m\"\u001b[39m)\n\u001b[32m--> \u001b[39m\u001b[32m630\u001b[39m flat_indexer = index.get_indexer(flat_labels, method=method, tolerance=tolerance)\n\u001b[32m 631\u001b[39m indexer = flat_indexer.reshape(labels.shape)\n\u001b[32m 632\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m indexer\n", + "\u001b[36mFile \u001b[39m\u001b[32m/opt/anaconda3/envs/cfr-env/lib/python3.11/site-packages/pandas/core/indexes/base.py:3892\u001b[39m, in \u001b[36mIndex.get_indexer\u001b[39m\u001b[34m(self, target, method, limit, tolerance)\u001b[39m\n\u001b[32m 3889\u001b[39m \u001b[38;5;28mself\u001b[39m._check_indexing_method(method, limit, tolerance)\n\u001b[32m 3891\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28mself\u001b[39m._index_as_unique:\n\u001b[32m-> \u001b[39m\u001b[32m3892\u001b[39m \u001b[38;5;28;01mraise\u001b[39;00m InvalidIndexError(\u001b[38;5;28mself\u001b[39m._requires_unique_msg)\n\u001b[32m 3894\u001b[39m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mlen\u001b[39m(target) == \u001b[32m0\u001b[39m:\n\u001b[32m 3895\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m np.array([], dtype=np.intp)\n", + "\u001b[31mInvalidIndexError\u001b[39m: Reindexing only valid with uniquely valued Index objects" + ] + } + ], + "source": [ + "# del job\n", + "res = cfr.ReconRes(dirpath)\n", + "res.load(['nino3.4', 'tas'], verbose=True)\n", + "# load the assim and eval proxy labels\n", + "res.load_proxylabels(verbose=True)\n", + "# calcualte verification statistics\n", + "info = res.independent_verify(dirpath)" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "ename": "AttributeError", + "evalue": "'ReconRes' object has no attribute 'independent_info_list'", + "output_type": "error", + "traceback": [ + "\u001b[31m---------------------------------------------------------------------------\u001b[39m", + "\u001b[31mAttributeError\u001b[39m Traceback (most recent call last)", + "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[17]\u001b[39m\u001b[32m, line 1\u001b[39m\n\u001b[32m----> \u001b[39m\u001b[32m1\u001b[39m fig,axs = res.plot_independent_verify()\n\u001b[32m 2\u001b[39m cfr.showfig(fig)\n", + "\u001b[36mFile \u001b[39m\u001b[32m~/Documents/GitHub/cfr/cfr/reconres.py:254\u001b[39m, in \u001b[36mReconRes.plot_independent_verify\u001b[39m\u001b[34m(self)\u001b[39m\n\u001b[32m 250\u001b[39m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[34mplot_independent_verify\u001b[39m(\u001b[38;5;28mself\u001b[39m):\n\u001b[32m 251\u001b[39m \u001b[38;5;250m \u001b[39m\u001b[33;03m\"\"\"\u001b[39;00m\n\u001b[32m 252\u001b[39m \u001b[33;03m Plot the independent verification results.\u001b[39;00m\n\u001b[32m 253\u001b[39m \u001b[33;03m \"\"\"\u001b[39;00m\n\u001b[32m--> \u001b[39m\u001b[32m254\u001b[39m fig, axs = visual.plot_independent_distribution(\u001b[38;5;28mself\u001b[39m.independent_info_list)\n\u001b[32m 255\u001b[39m \u001b[38;5;28;01mreturn\u001b[39;00m fig, axs\n", + "\u001b[31mAttributeError\u001b[39m: 'ReconRes' object has no attribute 'independent_info_list'" + ] + } + ], + "source": [ + "fig,axs = res.plot_independent_verify()\n", + "cfr.showfig(fig)\n", + "#cfr.savefig(fig, './recons/indp.pdf')\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "cfr-env", + "language": "python", + "name": "cfr-env" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.13" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +}