From 80818696493265ff9a355d329d97cf886fb59575 Mon Sep 17 00:00:00 2001 From: Manuel Schlund Date: Fri, 13 May 2022 17:47:20 +0200 Subject: [PATCH 1/8] Added working psyplot diag --- environment.yml | 4 + esmvaltool/diag_scripts/psyplot_diag.py | 140 ++++++++++++++++++++++++ esmvaltool/recipes/recipe_psyplot.yml | 54 +++++++++ setup.py | 4 + 4 files changed, 202 insertions(+) create mode 100644 esmvaltool/diag_scripts/psyplot_diag.py create mode 100644 esmvaltool/recipes/recipe_psyplot.yml diff --git a/environment.yml b/environment.yml index 045f4c3d0d..bd170d38eb 100644 --- a/environment.yml +++ b/environment.yml @@ -23,6 +23,10 @@ dependencies: - imagemagick - julia - nco + - psyplot + - psy-maps + - psy-reg + - psy-simple - python-cdo - rasterio - ruamel.yaml diff --git a/esmvaltool/diag_scripts/psyplot_diag.py b/esmvaltool/diag_scripts/psyplot_diag.py new file mode 100644 index 0000000000..dba6bd3a66 --- /dev/null +++ b/esmvaltool/diag_scripts/psyplot_diag.py @@ -0,0 +1,140 @@ +#!/usr/bin/env python +# -*- coding: utf-8 -*- +"""Create arbitrary Psyplot plots. + +Description +----------- +This diagnostic provides a high-level interface to Psyplot. + +Author +------ +Manuel Schlund (DLR, Germany) + +Notes +----- +For each input dataset, an individual plot is created. + +Configuration options in recipe +------------------------------- +psyplot_func: str + Function used to plot the data. Must be a function of + :mod:`psyplot.project.plot`. Run ``python -c "from psyplot.project import + plot; print( plot.show_plot_methods())"`` to get a list of all currently + supported plotting functions (make sure to run this command in your + ESMValTool environment). +psyplot_kwargs: dict, optional + Optional keyword arguments for the plotting function given by + ``psyplot_func``. String arguments can include facets in curly brackets + which will be derived from the corresponding dataset, e.g., ``{project}``, + ``{short_name}``, ``{exp}``. +savefig_kwargs: dict, optional + Optional keyword arguments for :func:`matplotlib.pyplot.savefig`. +seaborn_settings: dict, optional + Options for :func:`seaborn.set` (affects all plots). + +""" +import logging +from contextlib import redirect_stdout +from copy import deepcopy +from io import StringIO +from pathlib import Path +from pprint import pformat + +import matplotlib.pyplot as plt +import psyplot.project as psy +import seaborn as sns + +from esmvaltool.diag_scripts.shared import ( + ProvenanceLogger, + get_plot_filename, + run_diagnostic, +) + +logger = logging.getLogger(Path(__file__).stem) + + +def get_default_cfg(cfg): + """Get default options for configuration dictionary.""" + cfg = deepcopy(cfg) + cfg.setdefault('psyplot_kwargs', {}) + cfg.setdefault('savefig_kwargs', { + 'bbox_inches': 'tight', + 'dpi': 300, + 'orientation': 'landscape', + }) + cfg.setdefault('seaborn_settings', {}) + return cfg + + +def get_plot_func(cfg): + """Get psyplot plot function.""" + if 'psyplot_func' not in cfg: + raise ValueError("Necessary option 'psyplot_func' missing") + if not hasattr(psy.plot, cfg['psyplot_func']): + with redirect_stdout(StringIO()) as str_in: + psy.plot.show_plot_methods() + all_plot_funcs = str_in.getvalue() + raise AttributeError( + f"Invalid psyplot_func '{cfg['psyplot_func']}' (must be a " + f"function of the module psyplot.project.plot). Currently " + f"supported:\n{all_plot_funcs}") + logger.info( + "Using plotting function psyplot.project.plot.%s", cfg['psyplot_func']) + return getattr(psy.plot, cfg['psyplot_func']) + + +def get_psyplot_kwargs(cfg, dataset): + """Get keyword arguments for psyplot plotting function.""" + psyplot_kwargs = deepcopy(cfg['psyplot_kwargs']) + for (key, val) in psyplot_kwargs.items(): + if isinstance(val, str): + try: + val = val.format(**dataset) + except KeyError as exc: + raise ValueError( + f"Not all necessary facets psyplot_kwargs '{key}: {val}' " + f"available for dataset" f"\n{pformat(dataset)}") from exc + psyplot_kwargs[key] = val + return psyplot_kwargs + + +def main(cfg): + """Run diagnostic.""" + cfg = get_default_cfg(cfg) + sns.set(**cfg['seaborn_settings']) + plot_func = get_plot_func(cfg) + + # Create individual plots for each dataset + input_data = list(cfg['input_data'].values()) + for dataset in input_data: + filename = dataset['filename'] + logger.info("Creating plot '%s' for %s", cfg['psyplot_func'], filename) + + # Create plot + psyplot_kwargs = get_psyplot_kwargs(cfg, dataset) + plot_func(filename, **psyplot_kwargs) + + # Save plot + basename = Path(filename).stem + plot_path = get_plot_filename(basename, cfg) + plt.savefig(plot_path, **cfg['savefig_kwargs']) + logger.info("Wrote %s", plot_path) + plt.close() + + # Provenance tracking + caption = (f"Plot {cfg['psyplot_func']} of {dataset['long_name']} of " + f"dataset {dataset['dataset']} ({dataset['start_year']}-" + f"{dataset['end_year']}).") + provenance_record = { + 'ancestors': [filename], + 'authors': ['schlund_manuel'], + 'caption': caption, + } + with ProvenanceLogger(cfg) as provenance_logger: + provenance_logger.log(plot_path, provenance_record) + + +if __name__ == '__main__': + + with run_diagnostic() as config: + main(config) diff --git a/esmvaltool/recipes/recipe_psyplot.yml b/esmvaltool/recipes/recipe_psyplot.yml new file mode 100644 index 0000000000..ddb774e48f --- /dev/null +++ b/esmvaltool/recipes/recipe_psyplot.yml @@ -0,0 +1,54 @@ +# ESMValTool +# recipe_psyplot.yml +--- +documentation: + title: > + Create arbitrary Psyplot plots. + + description: > + This recipes showcases the use of the Psyplot diagnostic that provides a + high-level interface to Psyplot for ESMValTool recipes. For each input + dataset, an individual plot is created. + + authors: + - schlund_manuel + + maintainer: + - schlund_manuel + + +datasets: + - {project: CMIP6, dataset: CanESM5, exp: historical, ensemble: r1i1p1f1, grid: gn, start_year: 1995, end_year: 2014} + - {project: CMIP6, dataset: ICON-ESM-LR, exp: historical, ensemble: r1i1p1f1, grid: gn, start_year: 1995, end_year: 2014} + + +preprocessors: + climatology: + climate_statistics: + operator: mean + + +diagnostics: + plot_map: + description: Plot climatology maps. + variables: + tas: + mip: Amon + preprocessor: climatology + scripts: + plot: + script: psyplot_diag.py + psyplot_func: mapplot + psyplot_kwargs: + bounds: + method: rounded + vmin: 260 + vmax: 310 + clabel: 'Near surface air-temperature [K]' + cmap: viridis + datagrid: + color: black + linewidth: 0.3 + map_extent: Europe + projection: robin + title: '{long_name} Climatology of {dataset} ({start_year}-{end_year})' diff --git a/setup.py b/setup.py index cbaf5cff53..4cb9537190 100755 --- a/setup.py +++ b/setup.py @@ -50,6 +50,10 @@ 'pyproj', 'pyyaml', 'progressbar2', + 'psyplot', + 'psy-maps', + 'psy-reg', + 'psy-simple', 'rasterio', 'ruamel.yaml', 'scikit-image', From 0ba0e11a2e932f2d35df24b69eab0536efcb7185 Mon Sep 17 00:00:00 2001 From: Manuel Schlund Date: Fri, 13 May 2022 18:17:41 +0200 Subject: [PATCH 2/8] Added doc for psyplot diag --- .../esmvaltool.diag_scripts.psyplot_diag.rst | 9 ++++ .../source/api/esmvaltool.diag_scripts.rst | 8 --- doc/sphinx/source/api/esmvaltool.rst | 16 +++++- doc/sphinx/source/conf.py | 3 +- doc/sphinx/source/recipes/index.rst | 7 +-- doc/sphinx/source/recipes/recipe_psyplot.rst | 52 +++++++++++++++++++ esmvaltool/diag_scripts/psyplot_diag.py | 5 +- 7 files changed, 84 insertions(+), 16 deletions(-) create mode 100644 doc/sphinx/source/api/esmvaltool.diag_scripts.psyplot_diag.rst delete mode 100644 doc/sphinx/source/api/esmvaltool.diag_scripts.rst create mode 100644 doc/sphinx/source/recipes/recipe_psyplot.rst diff --git a/doc/sphinx/source/api/esmvaltool.diag_scripts.psyplot_diag.rst b/doc/sphinx/source/api/esmvaltool.diag_scripts.psyplot_diag.rst new file mode 100644 index 0000000000..2dc463cc9f --- /dev/null +++ b/doc/sphinx/source/api/esmvaltool.diag_scripts.psyplot_diag.rst @@ -0,0 +1,9 @@ +.. _api.esmvaltool.diag_scripts.psyplot_diag: + +Psyplot Diagnostic +================== + +.. automodule:: esmvaltool.diag_scripts.psyplot_diag + :no-members: + :no-inherited-members: + :no-show-inheritance: diff --git a/doc/sphinx/source/api/esmvaltool.diag_scripts.rst b/doc/sphinx/source/api/esmvaltool.diag_scripts.rst deleted file mode 100644 index 70c1c0526a..0000000000 --- a/doc/sphinx/source/api/esmvaltool.diag_scripts.rst +++ /dev/null @@ -1,8 +0,0 @@ -Diagnostic scripts -================== - -Various diagnostic packages exist as part of ESMValTool. - -.. automodule:: esmvaltool.diag_scripts - -.. automodule:: esmvaltool.diag_scripts.ocean diff --git a/doc/sphinx/source/api/esmvaltool.rst b/doc/sphinx/source/api/esmvaltool.rst index 4fb3ebb468..ad25e41c4e 100644 --- a/doc/sphinx/source/api/esmvaltool.rst +++ b/doc/sphinx/source/api/esmvaltool.rst @@ -7,11 +7,23 @@ ESMValTool is mostly used as a command line tool. However, it is also possible to use (parts of) ESMValTool as a library. This section documents the public API of ESMValTool. + +Shared Diagnostic Code +---------------------- + .. toctree:: :maxdepth: 1 esmvaltool.diag_scripts.shared - esmvaltool.diag_scripts - esmvaltool.diag_scripts.ocean + + +Diagnostic Scripts +------------------ + +.. toctree:: + :maxdepth: 1 + esmvaltool.diag_scripts.emergent_constraints esmvaltool.diag_scripts.mlr + esmvaltool.diag_scripts.ocean + esmvaltool.diag_scripts.psyplot_diag diff --git a/doc/sphinx/source/conf.py b/doc/sphinx/source/conf.py index 8a6139054a..30a8f40905 100644 --- a/doc/sphinx/source/conf.py +++ b/doc/sphinx/source/conf.py @@ -72,13 +72,14 @@ autodoc_mock_imports = [ 'cartopy', - 'cftime', 'cf_units', + 'cftime', 'ESMPy', 'esmvalcore', 'GDAL', 'iris', 'psutil', + 'psyplot', 'rasterio', 'scipy', 'sklearn', diff --git a/doc/sphinx/source/recipes/index.rst b/doc/sphinx/source/recipes/index.rst index 8cc1fab742..f594cd71dc 100644 --- a/doc/sphinx/source/recipes/index.rst +++ b/doc/sphinx/source/recipes/index.rst @@ -109,17 +109,18 @@ Other .. toctree:: :maxdepth: 1 - recipe_examples recipe_capacity_factor recipe_cmorizers recipe_ensclus recipe_esacci_lst + recipe_examples recipe_monitor recipe_multimodel_products - recipe_rainfarm + recipe_psyplot recipe_pv_capacity_factor - recipe_seaice_feedback + recipe_rainfarm recipe_seaice recipe_seaice_drift + recipe_seaice_feedback recipe_shapeselect recipe_toymodel diff --git a/doc/sphinx/source/recipes/recipe_psyplot.rst b/doc/sphinx/source/recipes/recipe_psyplot.rst new file mode 100644 index 0000000000..0b99e61110 --- /dev/null +++ b/doc/sphinx/source/recipes/recipe_psyplot.rst @@ -0,0 +1,52 @@ +.. _recipes_psyplot_diag: + +Psyplot Diagnostics +=================== + +Overview +-------- + +These recipes showcase the use of the Psyplot diagnostic that provides a +high-level interface to `Psyplot `__ for ESMValTool +recipes. + + +Available recipes and diagnostics +--------------------------------- + +Recipes are stored in recipes/ + + * recipe_psyplot.yml + +Diagnostics are stored in diag_scripts/ + + * :ref:`psyplot_diag.py ` + + +Variables +--------- + +Arbitrary variables are supported. + + +Observations and reformat scripts +--------------------------------- + +Arbitrary datasets are supported. + + +References +---------- + +* https://psyplot.github.io/ + + +Example plots +------------- + +.. _fig_psyplot_1: +.. figure:: /recipes/figures/schlund20jgr/map_prediction_output___GBRT_change.png + :align: center + :width: 50% + + Hihi. diff --git a/esmvaltool/diag_scripts/psyplot_diag.py b/esmvaltool/diag_scripts/psyplot_diag.py index dba6bd3a66..533b39d8ef 100644 --- a/esmvaltool/diag_scripts/psyplot_diag.py +++ b/esmvaltool/diag_scripts/psyplot_diag.py @@ -12,14 +12,15 @@ Notes ----- -For each input dataset, an individual plot is created. +For each input dataset, an individual plot is created. This diagnostic supports +arbitrary variables of arbitrary datasets. Configuration options in recipe ------------------------------- psyplot_func: str Function used to plot the data. Must be a function of :mod:`psyplot.project.plot`. Run ``python -c "from psyplot.project import - plot; print( plot.show_plot_methods())"`` to get a list of all currently + plot; print(plot.show_plot_methods())"`` to get a list of all currently supported plotting functions (make sure to run this command in your ESMValTool environment). psyplot_kwargs: dict, optional From 56d78ab69cef8e70bb5685a8406f9f6cfaaf0674 Mon Sep 17 00:00:00 2001 From: Manuel Schlund Date: Mon, 16 May 2022 10:18:04 +0200 Subject: [PATCH 3/8] Finalized psyplot diagnostic --- .../figures/psyplot/psyplot_CanESM5.jpg | Bin 0 -> 102238 bytes .../figures/psyplot/psyplot_ICON-ESM-LR.jpg | Bin 0 -> 124567 bytes doc/sphinx/source/recipes/recipe_psyplot.rst | 18 +++++++++++++++--- esmvaltool/config-references.yml | 7 ++++--- esmvaltool/diag_scripts/psyplot_diag.py | 5 +++-- esmvaltool/recipes/recipe_psyplot.yml | 15 ++++++++++++--- esmvaltool/references/sommer17joss.bibtex | 12 ++++++++++++ 7 files changed, 46 insertions(+), 11 deletions(-) create mode 100644 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z^IFlzT|03aql`X!$M%NgfGxeT6Y<}MPh$u1C!l9=F2;jgYtE_EY;Rw0NZJT^7U;Ap zsh!lkRkXh_9#xvq&AoPh0AZ0y*Q)RrP4^cHkxhb(-M7O@*9-qpTMGSo&Ng~RfXQyh z8n?ZljJuB7v_h@GOlPw$6sB`$e1(DWZ9Cj_4T?}oljVV}Sbuw9#c!A0D!%Qf4Qk@FsnZ7@p7n0?dv7WDV2k2Nv-<|s6bD`-R{W)jcMsz()S72H(0rKve!=ZA#z?rFVGHS#aNbrbJ|*; zfO7TT6q-6Z{c;BSU$Kz#h@Jt7cQ6*DQAU@Z@z*@hzbJRPES{}7qS(G$h Date: Mon, 16 May 2022 10:22:59 +0200 Subject: [PATCH 4/8] Added dependencies to OSX environment --- environment_osx.yml | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/environment_osx.yml b/environment_osx.yml index 0796472123..caf1b2a3ec 100644 --- a/environment_osx.yml +++ b/environment_osx.yml @@ -22,6 +22,10 @@ dependencies: - cdo - imagemagick - nco + - psy-maps + - psy-reg + - psy-simple + - psyplot - python-cdo - rasterio - ruamel.yaml From 04cd152f7d7278a512ea27b3e6a5dca94bef19ac Mon Sep 17 00:00:00 2001 From: Manuel Schlund Date: Mon, 16 May 2022 10:36:18 +0200 Subject: [PATCH 5/8] Extended FAQ --- doc/sphinx/source/faq.rst | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/doc/sphinx/source/faq.rst b/doc/sphinx/source/faq.rst index 7af0a20cd0..f38ed8e0f7 100644 --- a/doc/sphinx/source/faq.rst +++ b/doc/sphinx/source/faq.rst @@ -115,4 +115,9 @@ Can ESMValTool plot arbitrary model output? Recipe :ref:`recipe_monitor` allows for the plotting of any preprocessed model. The plotting parameters are set through a yaml configuration file, and the -type of plots to be generated are determined in the recipe. +type of plots to be generated are determined in the recipe. + +Moreover, recipe :ref:`recipes_psyplot_diag` and the corresponding diagnostic +:ref:`psyplot_diag.py ` provide a +high-level interface to the `Psyplot `__ package +which can be used to create a large variety of different plots. From 150f35d4348dd5a574b084bf1d9e310d3d38da54 Mon Sep 17 00:00:00 2001 From: Manuel Schlund Date: Mon, 16 May 2022 13:14:44 +0200 Subject: [PATCH 6/8] Added description of defaults for savefig_kwargs --- esmvaltool/diag_scripts/psyplot_diag.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/esmvaltool/diag_scripts/psyplot_diag.py b/esmvaltool/diag_scripts/psyplot_diag.py index 0ce542efcb..80bdfc335f 100644 --- a/esmvaltool/diag_scripts/psyplot_diag.py +++ b/esmvaltool/diag_scripts/psyplot_diag.py @@ -30,7 +30,8 @@ '{long_name} [{units}]'``, ``title: '{long_name} Climatology of {dataset} ({start_year}-{end_year})'``. savefig_kwargs: dict, optional - Optional keyword arguments for :func:`matplotlib.pyplot.savefig`. + Optional keyword arguments for :func:`matplotlib.pyplot.savefig`. By + default, uses ``bbox_inches: tight, dpi: 300, orientation: landscape``. seaborn_settings: dict, optional Options for :func:`seaborn.set` (affects all plots). From e920d25917a9acd95e21e475906cadb37b9ea815 Mon Sep 17 00:00:00 2001 From: Manuel Schlund Date: Mon, 16 May 2022 13:32:02 +0200 Subject: [PATCH 7/8] Made functions private and enable GH action tests temporarily --- .github/workflows/run-tests-monitor.yml | 1 + .github/workflows/test-development.yml | 1 + .github/workflows/test.yml | 1 + esmvaltool/diag_scripts/psyplot_diag.py | 12 ++++++------ 4 files changed, 9 insertions(+), 6 deletions(-) diff --git a/.github/workflows/run-tests-monitor.yml b/.github/workflows/run-tests-monitor.yml index 2a6dd52559..872beb19a6 100644 --- a/.github/workflows/run-tests-monitor.yml +++ b/.github/workflows/run-tests-monitor.yml @@ -4,6 +4,7 @@ on: push: branches: - main + - psyplot_diag # run the test only if the PR is to main # turn it on if required # pull_request: diff --git a/.github/workflows/test-development.yml b/.github/workflows/test-development.yml index 8bef81bf0e..bec878a560 100644 --- a/.github/workflows/test-development.yml +++ b/.github/workflows/test-development.yml @@ -12,6 +12,7 @@ on: push: branches: - main + - psyplot_diag schedule: - cron: '0 0 * * *' diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml index 4d9599c734..7564ebc67b 100644 --- a/.github/workflows/test.yml +++ b/.github/workflows/test.yml @@ -6,6 +6,7 @@ on: push: branches: - main + - psyplot_diag schedule: - cron: '0 0 * * *' diff --git a/esmvaltool/diag_scripts/psyplot_diag.py b/esmvaltool/diag_scripts/psyplot_diag.py index 80bdfc335f..49787844d4 100644 --- a/esmvaltool/diag_scripts/psyplot_diag.py +++ b/esmvaltool/diag_scripts/psyplot_diag.py @@ -56,7 +56,7 @@ logger = logging.getLogger(Path(__file__).stem) -def get_default_cfg(cfg): +def _get_default_cfg(cfg): """Get default options for configuration dictionary.""" cfg = deepcopy(cfg) cfg.setdefault('psyplot_kwargs', {}) @@ -69,7 +69,7 @@ def get_default_cfg(cfg): return cfg -def get_plot_func(cfg): +def _get_plot_func(cfg): """Get psyplot plot function.""" if 'psyplot_func' not in cfg: raise ValueError("Necessary option 'psyplot_func' missing") @@ -86,7 +86,7 @@ def get_plot_func(cfg): return getattr(psy.plot, cfg['psyplot_func']) -def get_psyplot_kwargs(cfg, dataset): +def _get_psyplot_kwargs(cfg, dataset): """Get keyword arguments for psyplot plotting function.""" psyplot_kwargs = deepcopy(cfg['psyplot_kwargs']) for (key, val) in psyplot_kwargs.items(): @@ -103,9 +103,9 @@ def get_psyplot_kwargs(cfg, dataset): def main(cfg): """Run diagnostic.""" - cfg = get_default_cfg(cfg) + cfg = _get_default_cfg(cfg) sns.set(**cfg['seaborn_settings']) - plot_func = get_plot_func(cfg) + plot_func = _get_plot_func(cfg) # Create individual plots for each dataset input_data = list(cfg['input_data'].values()) @@ -114,7 +114,7 @@ def main(cfg): logger.info("Creating plot '%s' for %s", cfg['psyplot_func'], filename) # Create plot - psyplot_kwargs = get_psyplot_kwargs(cfg, dataset) + psyplot_kwargs = _get_psyplot_kwargs(cfg, dataset) plot_func(filename, **psyplot_kwargs) # Save plot From e151fb95af050aa14f6ad64f09dbf05bc608462c Mon Sep 17 00:00:00 2001 From: Manuel Schlund Date: Mon, 16 May 2022 14:16:05 +0200 Subject: [PATCH 8/8] Restored original workflow files --- .github/workflows/run-tests-monitor.yml | 1 - .github/workflows/test-development.yml | 1 - .github/workflows/test.yml | 1 - 3 files changed, 3 deletions(-) diff --git a/.github/workflows/run-tests-monitor.yml b/.github/workflows/run-tests-monitor.yml index 872beb19a6..2a6dd52559 100644 --- a/.github/workflows/run-tests-monitor.yml +++ b/.github/workflows/run-tests-monitor.yml @@ -4,7 +4,6 @@ on: push: branches: - main - - psyplot_diag # run the test only if the PR is to main # turn it on if required # pull_request: diff --git a/.github/workflows/test-development.yml b/.github/workflows/test-development.yml index bec878a560..8bef81bf0e 100644 --- a/.github/workflows/test-development.yml +++ b/.github/workflows/test-development.yml @@ -12,7 +12,6 @@ on: push: branches: - main - - psyplot_diag schedule: - cron: '0 0 * * *' diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml index 7564ebc67b..4d9599c734 100644 --- a/.github/workflows/test.yml +++ b/.github/workflows/test.yml @@ -6,7 +6,6 @@ on: push: branches: - main - - psyplot_diag schedule: - cron: '0 0 * * *'