From 3f630eae0f56b91937757bdd6706ac570207f5b0 Mon Sep 17 00:00:00 2001 From: bikegeek <3753118+bikegeek@users.noreply.github.com> Date: Fri, 11 Mar 2022 13:42:19 -0700 Subject: [PATCH] Feature 172 documentation (#205) * replaced incorrectly hard-coded path to data to reflect new location of data * Issue #172 update and corrections * #172 add sample hovmoeller plot * #172 add difficulty index to toc * #172 initial version of difficulty index doc * #172 fixed formatting * #172 update yaml file * updating actions * #172 content for difficulty index * #172 new content for ECLV plot * #172 added ECLV to toc * #172 added references for ECLV * fixed import, looks like some parts got accidentally removed * replaced missing portion of import statements * fixed import statement, looks like some of it was removed * still missing some portion of import * replace wind_rose_default.png with wind_rose_custom.png for plot_filename so it is consistent with the other plots' user instructions * replaced name of output plot to reflect change of output plot name in the wind_rose_custom.yaml config file * update the METPLOTPY_BASE to reflect changes made to base_plot.py in beta6 * added wind rose to toc * #172 added files for wind rose documentation * update the METPLOTPY_BASE to reflect changes to base_plot.py in beta6 * #172 missing instructions for csh * #172 additional config file for User's Guide * #172 missed one place to update the METPLOTPY_BASE * updated METPLOTPY_BASE in test setup, allowing all tests to be run. * updated imports to reflect changes made in beta6 to base_plot.py and fixed code that wasn't working * Update unit_tests.yaml adding the relative frequency, rank, and probability histogram tests. * skip the image comparison tests, these are unreliable when run on different hosts/environments * fixed incorrect syntax for skipping tests * #172 add histogram to the toc * #172 files needed for histogram documentation * #172 updates to line plot documentation for users that downloaded the source code, rather than forking or cloning. The base/root directory of the METplotpy package will be different * #172 clean up repetitive text and reformat * #172 replace METPLOTPY_SOURCE/METplotpy with METPLOTPY_BASE and update instructions to reflect this change * #172 update config files to include the points_path (commented out) to be consistent with the other plots that have intermediate points and to be consistent with the instructions in the user documentation * #172 added the points_path setting to the custom config * #172 add points_path * #172 updates to instructions, replacing METPLOTPY_SOURCE with METPLOTPY_BASE due to changes to base_plot.py * #172 fix imports * #172 updates to histogram_2d documentation * #172 updates to hovmoeller path * #172 updates to paths * #172 update to path * update path to read the docs * add stat_input and points_path settings to config file to work for the user documentation * updates to paths * add config file and support to indicate where to put input data file and output data * updates from another issue to fix histogram plots * #172 added support to indicate where to store output plots * skip image comparison tests, these fail in the Github actions container * update with latest changes * #172 try using metplotpy.plots instead of relative paths for imports * Update unit_tests.yaml troubleshooting histogram tests * fix METPLOTPY_BASE * change path to METPLOTPY_BASE, remove one level * clean up imports * clean up METPLOTPY_BASE paths * uncomment remaining two histogram tests * update reason for skip tests * Added polar plot documentation with images * added missing items to TOC * added wind-rose plot to TOC * Spelled ice correctly * Removed incorrectly spelled file * added terminating * * added histogram to TOC * #172 remove extraneous character * #172 include path to the example_difficulty_index.py script * #172 replace METPLOTPY_SOURCE with METPLOTPY_BASE * #172 replace METPLOTPY_SOURCE with METPLOTPY_BASE * #172 Replace METPLOTPY_BASE_DIR wieh METPLOTPY_BASE * #172 replace METPLOTPY_SOURCE with METPLOTPY_BASE * #172 replaced Polar Plot plot with Polar Ice plot and fixed some other rst syntax * #170 fixed header for polar ice plot * #172 removed redundant histogram entry in TOC * #172 fixed title overline length to polar plot * #172 update instructions for users that need to save output to another location * #172 fixed name of the polar plot yaml name * fixed path to config file * #172 modify the command line to not specify another config file * #172 update instruction on METPLOTPY_BASE * #172 replace incorrect yaml name with correct one, polar_ice.yaml * #172 modify instructions to change to WORKING_DIR and to run from that dir * #172 fix formatting for code block * #172 removed reference to a default config file and more clarification about what the polar_ice_plot.py plot is using for config * #172 add entry for the points_path since dump_points is set to True in the default config file * #172 added more explicit directions for replacing the METPLOTPY_BASE with the explicit path Co-authored-by: Minna Win Co-authored-by: Hank Fisher --- .github/workflows/unit_tests.yaml | 9 +- docs/Users_Guide/bar.rst | 67 ++-- docs/Users_Guide/box.rst | 68 ++-- docs/Users_Guide/contour.rst | 49 ++- docs/Users_Guide/custom_eclv.png | Bin 0 -> 55288 bytes docs/Users_Guide/difficulty_index.rst | 173 ++++++++++ docs/Users_Guide/eclv.rst | 202 +++++++++++ docs/Users_Guide/ens_ss.rst | 49 ++- docs/Users_Guide/erai_precip.png | Bin 0 -> 586967 bytes docs/Users_Guide/fcst_ice_north.png | Bin 0 -> 165442 bytes docs/Users_Guide/histogram.rst | 314 ++++++++++++++++++ docs/Users_Guide/histogram_2d.rst | 57 ++-- docs/Users_Guide/hovmoeller.rst | 84 ++++- docs/Users_Guide/ice_diff_north.png | Bin 0 -> 122731 bytes docs/Users_Guide/index.rst | 5 + docs/Users_Guide/line.rst | 68 ++-- docs/Users_Guide/obs_ice_north.png | Bin 0 -> 169944 bytes docs/Users_Guide/performance_diagram.rst | 58 ++-- docs/Users_Guide/polar_plot.rst | 138 ++++++++ docs/Users_Guide/prob_hist.png | Bin 0 -> 30122 bytes docs/Users_Guide/rank_hist.png | Bin 0 -> 32648 bytes docs/Users_Guide/references.rst | 15 + docs/Users_Guide/rel_hist.png | Bin 0 -> 29959 bytes docs/Users_Guide/reliability_diagram.rst | 58 ++-- docs/Users_Guide/roc_diagram.rst | 56 ++-- docs/Users_Guide/stratosphere_diagnostics.rst | 14 +- .../swh_North_Pacific_5dy_mean.png | Bin 0 -> 30989 bytes .../Users_Guide/swh_North_Pacific_5dy_std.png | Bin 0 -> 31243 bytes ...th_Pacific_difficulty_index_10_00_feet.png | Bin 0 -> 33136 bytes ...th_Pacific_difficulty_index_11_00_feet.png | Bin 0 -> 32771 bytes ...th_Pacific_difficulty_index_12_00_feet.png | Bin 0 -> 32715 bytes ...rth_Pacific_difficulty_index_9_00_feet.png | Bin 0 -> 33614 bytes docs/Users_Guide/taylor_diagram.rst | 59 ++-- docs/Users_Guide/tcrmw_cross_section.rst | 14 +- docs/Users_Guide/wind_rose.rst | 273 +++++++++++++++ docs/Users_Guide/wind_rose_custom.png | Bin 0 -> 71183 bytes docs/Users_Guide/wind_rose_default.png | Bin 0 -> 69899 bytes metplotpy/plots/histogram/hist.py | 10 +- metplotpy/plots/histogram_2d/histogram_2d.py | 4 +- metplotpy/plots/hovmoeller/hovmoeller.py | 5 +- .../performance_diagram.py | 4 +- .../plots/taylor_diagram/taylor_diagram.py | 4 +- metplotpy/plots/wind_rose/wind_rose.py | 2 +- test/contour/custom_contour.yaml | 5 + .../example_difficulty_index.py | 36 +- .../example_difficulty_index.yaml | 3 + test/eclv/custom_eclv.yaml | 5 + test/line/custom_line.yaml | 6 + .../custom_reliability_diagram.yaml | 6 + test/wind_rose/minimal_wind_rose.yaml | 11 + test/wind_rose/test_wind_rose.py | 4 +- test/wind_rose/wind_rose_custom.yaml | 16 +- 52 files changed, 1658 insertions(+), 293 deletions(-) create mode 100644 docs/Users_Guide/custom_eclv.png create mode 100644 docs/Users_Guide/difficulty_index.rst create mode 100644 docs/Users_Guide/eclv.rst create mode 100644 docs/Users_Guide/erai_precip.png create mode 100644 docs/Users_Guide/fcst_ice_north.png create mode 100644 docs/Users_Guide/histogram.rst create mode 100644 docs/Users_Guide/ice_diff_north.png create mode 100644 docs/Users_Guide/obs_ice_north.png create mode 100644 docs/Users_Guide/polar_plot.rst create mode 100644 docs/Users_Guide/prob_hist.png create mode 100644 docs/Users_Guide/rank_hist.png create mode 100644 docs/Users_Guide/rel_hist.png create mode 100644 docs/Users_Guide/swh_North_Pacific_5dy_mean.png create mode 100644 docs/Users_Guide/swh_North_Pacific_5dy_std.png create mode 100644 docs/Users_Guide/swh_North_Pacific_difficulty_index_10_00_feet.png create mode 100644 docs/Users_Guide/swh_North_Pacific_difficulty_index_11_00_feet.png create mode 100644 docs/Users_Guide/swh_North_Pacific_difficulty_index_12_00_feet.png create mode 100644 docs/Users_Guide/swh_North_Pacific_difficulty_index_9_00_feet.png create mode 100644 docs/Users_Guide/wind_rose.rst create mode 100644 docs/Users_Guide/wind_rose_custom.png create mode 100644 docs/Users_Guide/wind_rose_default.png create mode 100644 test/difficulty_index/example_difficulty_index.yaml create mode 100644 test/wind_rose/minimal_wind_rose.yaml diff --git a/.github/workflows/unit_tests.yaml b/.github/workflows/unit_tests.yaml index 131247e3..e60fcebd 100644 --- a/.github/workflows/unit_tests.yaml +++ b/.github/workflows/unit_tests.yaml @@ -95,11 +95,8 @@ jobs: cd ../wind_rose pytest test_wind_rose.py cd ../histogram - pytest test_prob_hist.py - pytest test_rank_hist.py - pytest test_rel_hist.py - - + pytest test_prob_hist.py + pytest test_rank_hist.py + pytest test_rel_hist.py - diff --git a/docs/Users_Guide/bar.rst b/docs/Users_Guide/bar.rst index b65dfbbe..53d15878 100644 --- a/docs/Users_Guide/bar.rst +++ b/docs/Users_Guide/bar.rst @@ -33,11 +33,19 @@ ___________ The sample data used to create an example bar plot is available in the METplotpy repository, where the bar plot tests are located: -*$METPLOTPY_SOURCE/METplotpy/metplotpy/test/bar/bar.data* +*$METPLOTPY_BASE/metplotpy/test/bar/bar.data* -*$METPLOTPY_SOURCE* is the directory where the METplotpy code is saved. +*$METPLOTPY_BASE* is the directory where the METplotpy code is saved. The data is text output from MET in columnar format. +e.g. + +*/usr/path/to/METplotpy* if the source code was cloned or forked from the Github repository + +or + +*/usr/path/to/METplotpy-x.y.z* if the source code was downloaded as a zip or gzip'd tar file from the Release link of +the Github repository. The *x.y.z* is the release number. Configuration Files @@ -52,15 +60,12 @@ language". It is commonly used for configuration files and in applications where data is being stored or transmitted. Two configuration files are required. The first is a default configuration file, **bar_defaults.yaml**, which is found in the -*$METPLOTPY_SOURCE/METplotpy/metplotpy/plots/config* directory. All default +*$METPLOTPY_BASE/metplotpy/plots/config* directory. All default configuration files are located in the -*$METPLOTPY_SOURCE/METplotpy/metplotpy/plots/config* directory. -Default configuration files are automatically loaded by the plotting code -and do not need to be explicitly specified when generating a plot. -$METPLOTPY_SOURCE is the user-specified directory -where the METplotpy source code has been saved. **Default configuration -files are automatically loaded by the plotting code and do not -need to be explicitly specified when generating a plot**. +*$METPLOTPY_BASE/metplotpy/plots/config* directory. *$METPLOTPY_BASE* is base directory where the +METplotpy source code has been saved. **Default configuration files are +automatically loaded by the plotting code and do not need to be explicitly +specified when generating a plot**. The second required configuration file is a user-supplied “custom” configuration file. This file is used to customize/override the default @@ -98,16 +103,16 @@ saved to the working directory: .. code-block:: ini - cp $METPLOTPY_SOURCE/test/bar/custom_bar.yaml $WORKING_DIR/custom_bar.yaml + cp $METPLOTPY_BASE/test/bar/custom_bar.yaml $WORKING_DIR/custom_bar.yaml Modify the *stat_input* setting in the -**$METPLOTPY_SOURCE/METplotpy/test/bar/custom_bar.yaml** -file to explicitly point to the $METPLOTPY_SOURCE/METPlotpy/test/bar -directory by replacing -the relative paths (e.g. *./bar.data*) with the full path (e.g. -*/yourdir/METplotpy/test/bar.data*). Modify the *plot_filename* setting -to explicitly point to the directory of the plot, using the full path, -including the name of the plot. +**$METPLOTPY_BASE/test/bar/custom_bar.yaml** +file to explicitly point to the $METPLOTPY_BASE/test/bar +directory by replacing the relative paths (e.g. *./bar.data*) with the full path +*$METPLOTPY_BASE/test/bar/bar.data* (including replacing *$METPLOTPY_BASE* +with the full path to the METplotpy installation on the system). Modify the +*plot_filename* setting to explicitly point to the directory of the plot, +using the full path, including the name of the plot. For example: @@ -115,14 +120,14 @@ For example: *plot_filename: /username/working_dir/output_plots/bar.png* -This is where */username/myworkspace/* is $METPLOTPY_SOURCE and -*/username/working_dir* is $WORKING_DIR. Make sure that the +This is where */username/myworkspace/METplotpy* corresponds to $METPLOTPY_BASE and +*/username/working_dir* corresponds to $WORKING_DIR. Make sure that the $WORKING_DIR directory that is specifed exists and has the appropriate read and write permissions. The path listed for *plot_filename* may be changed to the output directory of one’s choosing. If this is not set, then the *plot_filename* setting specified in the -*$METPLOTPY_SOURCE/METplotpy/metplotpy/plots/config/bar_defaults.yaml* +*$METPLOTPY_BASE/metplotpy/plots/config/bar_defaults.yaml* configuration file will be used. To save the intermediate **.points1** file (used by METviewer and useful @@ -139,10 +144,10 @@ the **.points1** file is saved. If points_path is commented out (indicated by a '#' symbol in front of it), remove the '#' symbol to uncomment the points_path so that it will be used by the code. Make sure that this -directory exists and has the -appropriate read and write permissions. **NOTE**: the *points_path* setting -is **optional** and does not need to be defined in the configuration file -unless saving the intermediate **.points1** file is desired. +directory exists and has the appropriate read and write permissions. +**NOTE**: the *points_path* setting is **optional** and does not need to be +defined in the configuration file unless saving the intermediate **.points1** +file is desired. Run from the Command Line @@ -153,7 +158,7 @@ The **custom_bar.yaml** configuration file, in combination with the .. image:: bar.png -Perform the following: +To generate the above bar plot, perform the following: * If using the conda environment, verify the conda environment is running and has has the required @@ -161,21 +166,21 @@ Perform the following: `_. * Set the METPLOTPY_BASE environment variable to point to - *$METPLOTPY_SOURCE/METplotpy/metplotpy* + *$METPLOTPY_BASE* For the ksh environment: .. code-block:: ini - export METPLOTPY_BASE=$METPLOTPY_SOURCE/METplotpy/metplotpy + export METPLOTPY_BASE=$METPLOTPY_BASE For the csh environment: .. code-block:: ini - setenv METPLOTPY_BASE $METPLOTPY_SOURCE/METplotpy/metplotpy + setenv METPLOTPY_BASE $METPLOTPY_BASE - Replacing the $METPLOTPY_SOURCE with the directory where the METplotpy + Recall that $METPLOTPY_BASE is the directory path indicating where the METplotpy source code was saved. @@ -183,7 +188,7 @@ Perform the following: .. code-block:: ini - python $METPLOTPY_SOURCE/METplotpy/metplotpy/plots/bar/bar.py $WORKING_DIR/custom_bar.yaml + python $METPLOTPY_BASE/metplotpy/plots/bar/bar.py $WORKING_DIR/custom_bar.yaml * A **bar.png** output file will be created in the directory that was specified in the *plot_filename* configuration setting in the diff --git a/docs/Users_Guide/box.rst b/docs/Users_Guide/box.rst index 323f124a..3f100e4f 100644 --- a/docs/Users_Guide/box.rst +++ b/docs/Users_Guide/box.rst @@ -32,14 +32,24 @@ Example Sample Data ___________ + +The data is text output from MET in columnar format. The sample data used to create an example box plot is available in the METplotpy repository, where the box plot tests are located: -*$METPLOTPY_SOURCE/METplotpy/metplotpy/test/box/box.data* +*$METPLOTPY_BASE/metplotpy/test/box/box.data* + +*$METPLOTPY_BASE* is the directory where the METplotpy code is saved + +e.g. + +*/usr/path/to/METplotpy* if the source code was cloned or forked from the Github repository + +or + +*/usr/path/to/METplotpy-x.y.z* if the source code was downloaded as a zip or gzip'd tar file from the Release link of +the Github repository. The *x.y.z* is the release number. -*$METPLOTPY_SOURCE* is the directory where the METplotpy code is saved -(e.g. */username/myworkspace*). The data is text output from MET in -columnar format. Configuration Files ___________________ @@ -53,10 +63,10 @@ it is a "human-friendly data serialization language". It is commonly used for configuration files and in applications where data is being stored or transmitted. Two configuration files are required. The first is a default configuration file, **box_defaults.yaml**, which is found in the -*$METPLOTPY_SOURCE/METplotpy/metplotpy/plots/config* directory. All default +*$METPLOTPY_BASE/metplotpy/plots/config* directory. All default configuration files are located in the -*$METPLOTPY_SOURCE/METplotpy/metplotpy/plots/config* directory. -*$METPLOTPY_SOURCE* is the user-specified directory where the +*$METPLOTPY_BASE/metplotpy/plots/config* directory. +*$METPLOTPY_BASE* is the user-specified directory where the METplotpy source code has been saved. **Default configuration files are automatically loaded by the plotting code and do not need to be explicitly specified when generating a plot**. @@ -94,14 +104,16 @@ saved to the working directory: .. code-block:: ini - cp $METPLOTPY_SOURCE/METplotpy/test/box/custom_box.yaml $WORKING_DIR/custom_box.yaml + cp $METPLOTPY_BASE/test/box/custom_box.yaml $WORKING_DIR/custom_box.yaml Modify the *stat_input* setting in the -*$METPLOTPY_SOURCE/METplotpy/test/box/custom_box.yaml* -file to explicitly point to the *$METPLOTPY_SOURCE/METplotpy/test/box* +*$METPLOTPY_BASE/test/box/custom_box.yaml* +file to explicitly point to the *$METPLOTPY_BASE/test/box* directory (where the custom config files and sample data reside). Replace the relative path *./box.data* -with the full path *$METPLOTPY_SOURCE/METplotpy/test/box/box.data*. +with the full path *$METPLOTPY_BASE/test/box/box.data* +(including replacing *$METPLOTPY_BASE* with the full path to the METplotpy +installation on the system). Modify the *plot_filename* setting to point to the output path where the plot will be saved, including the name of the plot. @@ -111,7 +123,7 @@ For example: *plot_filename: /username/working_dir/output_plots/box.png* -This is where */username/myworkspace/* is *$METPLOTPY_SOURCE* and +This is where */username/myworkspace/METplotpy* is *$METPLOTPY_BASE* and */username/working_dir* is *$WORKING_DIR*. Make sure that the *$WORKING_DIR* directory that is specified exists and has the appropriate read and write permissions. @@ -119,7 +131,7 @@ read and write permissions. The path listed for *plot_filename* may be changed to the output directory of one's choosing. If this is not set, then the *plot_filename* setting specified in the -*$METPLOTPY_SOURCE/METplotpy/metplotpy/plots/config/box_defaults.yaml* +*$METPLOTPY_BASE/metplotpy/plots/config/box_defaults.yaml* configuration file will be used. To save the intermediate **.points1** file (used by METviewer and useful @@ -159,17 +171,17 @@ Copy this file to the working directory: .. code-block:: ini - cp $METPLOTPY_SOURCE/METplotpy/test/box/minimal_box.yaml $WORKING_DIR/minimal_box.yaml + cp $METPLOTPY_BASE/test/box/minimal_box.yaml $WORKING_DIR/minimal_box.yaml Add the *stat_input* (input data) and *plot_filename* (output file/plot path) settings to the **$WORKING_DIR/minimal_box.yaml** file (anywhere below the comment block). The *stat_input* setting explicitly indicates where the sample data and custom configuration files are located. Set the *stat_input* to -*$METPLOTPY_SOURCE/METplotpy/test/box/box.data* and set the +*$METPLOTPY_BASE/test/box/box.data* and set the *plot_filename* to **$WORKING_DIR/output_plots/box_default.png**: -*stat_input: $METPLOTPY_SOURCE/METplotpy/test/box/box.data* +*stat_input: $METPLOTPY_BASE/test/box/box.data* *plot_filename: $WORKING_DIR/output_plots/box_default.png* @@ -187,22 +199,28 @@ Run from the Command Line Perform the following to generate the plots: +* If using the conda environment, verify the conda environment + is running and has the required + `Python packages + `_ + outlined in the requirements section. + * Set the METPLOTPY_BASE environment variable to point to - *$METPLOTPY_SOURCE/METplotpy/metplotpy*. + *$METPLOTPY_BASE*. For the ksh environment: .. code-block:: ini - export METPLOTPY_BASE=$METPLOTPY_SOURCE/METplotpy/metplotpy + export METPLOTPY_BASE=$METPLOTPY_BASE For the csh environment: .. code-block:: ini - setenv METPLOTPY_BASE $METPLOTPY_SOURCE/METplotpy/metplotpy + setenv METPLOTPY_BASE $METPLOTPY_BASE - Replacing the *$METPLOTPY_SOURCE* with the directory where the + Recall that *$METPLOTPY_BASE* is the directory path indicating where the METplotpy source code was saved. The **custom_box.yaml** configuration file, in combination with the @@ -214,11 +232,9 @@ Perform the following to generate the plots: To generate the above plot using the **box_defaults.yaml** and **custom_box.yaml** config files, perform the following: -* If the conda environment is being used, verify the conda environment - is running and has the required - `Python packages - `_ - outlined in the requirements section. + .. code-block:: ini + + python $METPLOTPY_BASE/metplotpy/plots/box/box.py $WORKING_DIR/custom_box.yaml The **minimal_box.yaml** configuration file, in combination with the **box_defaults.yaml** configuration file, generates a "default" box plot. @@ -236,7 +252,7 @@ Perform the following to generate the plots: .. code-block:: ini - python $METPLOTPY_SOURCE/METplotpy/metplotpy/plots/box/box.py $WORKING_DIR/minimal_box.yaml + python $METPLOTPY_BASE/metplotpy/plots/box/box.py $WORKING_DIR/minimal_box.yaml * A **box_default.png** output file will be created in the directory specified in the *plot_filename* configuration setting in diff --git a/docs/Users_Guide/contour.rst b/docs/Users_Guide/contour.rst index ed2c8b72..65f92fd9 100644 --- a/docs/Users_Guide/contour.rst +++ b/docs/Users_Guide/contour.rst @@ -24,13 +24,24 @@ Example Sample Data ___________ +The data is text output from MET in columnar format. The sample data used to create these plots is available in the METplotpy repository: -*$METPLOTPY_SOURCE/METplotpy/test/contour/contour.data* +*$METPLOTPY_BASE/test/contour/contour.data* + +*$METPLOTPY_BASE* is the directory where the METplotpy code is saved: + +e.g. + +*/usr/path/to/METplotpy* if the source code was cloned or forked from the Github repository + +or + +*/usr/path/to/METplotpy-x.y.z* if the source code was downloaded as a zip or gzip'd tar file from the Release link of +the Github repository. The *x.y.z* is the release number. + -*$METPLOTPY_SOURCE* is the directory where the METplotpy code is saved. -The data is text output from MET in columnar format. Configuration Files ___________________ @@ -45,11 +56,11 @@ configuration files and in applications where data is being stored or transmitted. Two configuration files are required. The first is a default configuration file, **contour_defaults.yaml**, which is found in the -*$METPLOTPY_SOURCE/METplotpy/metplotpy/plots/config* directory. -*$METPLOTPY_SOURCE* indicates the directory where the METplotpy +*$METPLOTPY_BASE/metplotpy/plots/config* directory. +*$METPLOTPY_BASE* indicates the directory where the METplotpy source code has been saved. All default configuration files are located in the -*$METPLOTPY_SOURCE/METplotpy/metplotpy/plots/config* directory. +*$METPLOTPY_BASE/metplotpy/plots/config* directory. **Default configuration files are automatically loaded by the plotting code and do not need to be explicitly specified when generating a plot**. @@ -89,16 +100,18 @@ code was saved to the working directory: .. code-block:: ini - cp $METPLOTPY_SOURCE/METplotpy/test/contour/custom_contour.yaml $WORKING_DIR/custom_contour.yaml + cp $METPLOTPY_BASE/test/contour/custom_contour.yaml $WORKING_DIR/custom_contour.yaml Modify the *stat_input* setting in the -*$METPLOTPY_SOURCE/METplotpy/test/contour/custom_contour.yaml* +*$METPLOTPY_BASE/test/contour/custom_contour.yaml* file to explicitly point to the -*$METPLOTPY_SOURCE/METplotpy/test/contour* +*$METPLOTPY_BASE/test/contour* directory (where the custom config files and sample data reside). Replace the relative path *./contour.data* with the full path -*$METPLOTPY_SOURCE/METplotpy/test/contour/contour.data*. +*$METPLOTPY_BASE/test/contour/contour.data* +(including replacing *$METPLOTPY_BASE* with the full path to the METplotpy +installation on the system). Modify the *plot_filename* setting to point to the output path where the plot will be saved, including the name of the plot. @@ -108,14 +121,14 @@ For example: *plot_filename: /username/working_dir/output_plots/contour_custom.png* -This is where */username/myworkspace/* is $METPLOTPY_SOURCE and +This is where */username/myworkspace/METplotpy* is $METPLOTPY_BASE and */username/working_dir* is $WORKING_DIR. Make sure that the $WORKING_DIR directory that is specified exists and has the appropriate read and write permissions. The path listed for *plot_filename* may be changed to the output directory of one’s choosing. If this is not set, then the *plot_filename* setting specified in the -*$METPLOTPY_SOURCE/METplotpy/metplotpy/plots/config/contour_defaults.yaml* +*$METPLOTPY_BASE/metplotpy/plots/config/contour_defaults.yaml* configuration file will be used. To save the intermediate **.points1** file (used by METviewer and useful @@ -151,28 +164,28 @@ perform the following: `_ * Set the METPLOTPY_BASE environment variable to point to - *$METPLOTPY_SOURCE/METplotpy/metplotpy*. + *$METPLOTPY_BASE*. For the ksh environment: .. code-block:: ini - export METPLOTPY_BASE=$METPLOTPY_SOURCE/METplotpy/metplotpy + export METPLOTPY_BASE=$METPLOTPY_BASE For the csh environment: .. code-block:: ini - setenv METPLOTPY_BASE $METPLOTPY_SOURCE/METplotpy/metplotpy + setenv METPLOTPY_BASE $METPLOTPY_BASE + + Recall that *$METPLOTPY_BASE* is the directory path indicating where the METplotpy source code was saved. - Replacing the $METPLOTPY_SOURCE with the directory where the - METplotpy source code was saved. * Run the following on the command line: .. code-block:: ini - python $METPLOTPY_SOURCE/METplotpy/metplotpy/plots/contour/contour.py $WORKING_DIR/custom_contour.yaml + python $METPLOTPY_BASE/metplotpy/plots/contour/contour.py $WORKING_DIR/custom_contour.yaml This will create a PNG file, **contour.png**, in the directory that was specified in the *plot_filename* diff --git a/docs/Users_Guide/custom_eclv.png b/docs/Users_Guide/custom_eclv.png new file mode 100644 index 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zpTrG56JfEOziA^zd%Lk2e5Z`MWvtMs=0ZRK>&b51y-u3@^QoS>bb7iNtNKIC%U^&q= zHGMRgb}qy=c^Q1 z3_9inP;i>(;9n--wDMW02$czA`JgtFYl4$J5646CK7yNDHr}hmR>n`hOAJ-va=I?i+N^Tx-xhz$9 zg}HLHJl_D@DNCxO{=mZ@jdNiP*7t&`C!Kokfm`GDYMa>TgKME>yhoDLjGUdTpcaY3~vTxOBCtUgW`G0-+ cJ)+frg9X+njb;Yg^ioi0X*^ReQ8f$tAF4@^LI3~& literal 0 HcmV?d00001 diff --git a/docs/Users_Guide/difficulty_index.rst b/docs/Users_Guide/difficulty_index.rst new file mode 100644 index 00000000..67873fa4 --- /dev/null +++ b/docs/Users_Guide/difficulty_index.rst @@ -0,0 +1,173 @@ +********************* +Difficulty Index Plot +********************* + +Description +=========== + +The difficulty index plot is a graphical representation of the expected difficulty of a decision based on a set of +forecasts (ensemble) of, e.g., significant wave height as a function of space and time. There are two basic factors +that can make a decision difficult. The first factor is the proximity of the ensemble mean forecast to a decision +threshold, e.g. 12 ft seas. If the ensemble mean is either much lower or much higher than the threshold, the +decision is easier; if it is closer to the threshold, the decision is harder. The second factor is the forecast +precision, or ensemble spread. The greater the spread around the ensemble mean, the more likely it is that there will +be ensemble members both above and below the decision threshold, making the decision harder. (A third factor that we +will not address here is undiagnosed systematic error, which adds uncertainty in a similar way to ensemble spread.) +The challenge is combining these factors into a continuous function that allows the user to assess relative risk. + +The code for calculating and plotting the difficulty index was developed by Bill Campbell and Liz Satterfield of the +Navy Research Lab (NRL) and modified by NCAR. + + +For more information on calculating the difficulty index, please refer to this METplus use case: +`METviewer documentation +`_. + +Example +======= + +Sample Data +___________ + +Sample data used to create an example difficulty index plot is +available in the METplotpy repository, where the difficulty index plot +code is located: + +*$METPLOTPY_BASE/test/difficulty_index/swh_North_Pacific_5dy_ensemble.npz* + +Copy this sample input file to your working directory, where you have read and write privileges: + +.. code-block:: ini + + cp $METPLOTPY_BASE/test/difficulty_index/swh_North_Pacific_5dy_ensemble.npz $WORKING_DIR + +Where *$METPLOTPY_BASE* is the directory where you saved the METplotpy source code and *$WORKING_DIR* is the +directory you created to store input data. + + +Required Packages +_________________ + +The following Python packages are necessary: + +- Python 3.6 +- numpy +- matplotlib 2.2.2 (minimum) +- scipy + + +Configuration Files +___________________ + +All the settings for the example difficulty index plot are incorporated in +the mycolormaps.py and plot_difficulty_index.py code. The example_difficulty_index.py script imports these modules to +create six sample plots. The location of where these plots are saved are determined by settings in the +example_difficulty_index.yaml configuration file: + +.. literalinclude:: ../../test/difficulty_index/example_difficulty_index.yaml + + +Copy this config file from the directory where the source code was +saved to the working directory: + +.. code-block:: ini + + cp $METPLOTPY_BASE/test/difficulty_index/example_difficulty_index.yaml $WORKING_DIR/example_difficulty_index.yaml + + +Modify the *input_filename* setting in the +*$METPLOTPY_BASE/test/difficulty_index/example_difficulty_index.yaml* file to +explicitly point to the *$METPLOTPY_BASE/test/difficulty_index* +directory (where the config file and sample data reside). +Replace the path */path/to/swh_North_Pacific_5dy_ensemble.npz* with the full path +*$METPLOTPY_BASE/test/difficulty_index/swh_North_Pacific_5dy_ensemble.npz* +(including replacing *$METPLOTPY_BASE* with the full path to the METplotpy +installation on the system). Modify the *stat_fig_basename* +setting to point to the output path where the two statistics plots will be saved. +These plots will have a prefix of *swh_North_Pacific_5dy_* +Modify the *diff_fig_basename* +setting to point to the output path where the other four difficulty index plots will be saved. +These plots will have a prefix of *swh_North_Pacific_difficulty_index_* + + + +METplus Configuration +===================== + +Run from the Command Line +========================= + +To generate the sample difficulty index plots, perform the following: + +* If using the conda environment, verify the conda environment + is running and has has the required Python packages outlined in the **Required Packages** section above. + + +Where $METPLOTPY_BASE is the directory where you saved the METplotpy source code and $WORKING_DIR is the directory +you created earlier to store the sample input data. + +* Change directory to the $WORKING_DIR: + + .. code-block:: ini + + cd $WORKING_DIR + +where *$WORKING_DIR* is the directory where you copied all the necessary files (e.g. /home/users/someuser/working_dir). + + +* Run the following on the command line: + + .. code-block:: ini + + python ${METPLOTPY_BASE}/test/difficulty_index/example_difficulty_index.py example_difficulty_index.yaml + + +You will generate the following six files in the directories you specified for the +difficulty index and statistics plots: + +**"Statistics plots"** + + **swh_North_Pacific_5dy_mean.png**: + + .. image:: swh_North_Pacific_5dy_mean.png + + **swh_North_Pacific_5dy_std.png**: + + .. image:: swh_North_Pacific_5dy_std.png + +**"Difficulty Index" Plots** + + **swh_North_Pacific_difficulty_index_10_00_feet.png**: + + .. image:: swh_North_Pacific_difficulty_index_10_00_feet.png + + **swh_North_Pacific_difficulty_index_11_00_feet.png**: + + .. image:: swh_North_Pacific_difficulty_index_11_00_feet.png + + + **swh_North_Pacific_difficulty_index_12_00_feet.png**: + + .. image:: swh_North_Pacific_difficulty_index_12_00_feet.png + + **swh_North_Pacific_difficulty_index_9_00_feet.png**: + + .. image:: swh_North_Pacific_difficulty_index_9_00_feet.png + + + + + + + + + + + + + + + + + + diff --git a/docs/Users_Guide/eclv.rst b/docs/Users_Guide/eclv.rst new file mode 100644 index 00000000..c0c0e565 --- /dev/null +++ b/docs/Users_Guide/eclv.rst @@ -0,0 +1,202 @@ +************************************* +Economic Cost/Lost Value (ECLV) Plots +************************************* + +Description +=========== + +Economic Cost/Loss Value (ECLV) Plot, also called the Relative value score (:ref:`Richardson, 2000`; +:ref:`Wilks, 2001`) is useful in decision making. +This plot produces the relative value curve for deterministic forecasts based on counts in a 2x2 contingency +table along with the expected cost-to-loss ratio. + +For more information on Economic Cost/Loss Value Plots, please refer to the +`METviewer documentation +`_. + + +The ECLV score can range from -:math:`\infty` to 1. + + +.. image:: custom_eclv.png + +Example +======= + +Sample Data +___________ + +The data is text output from MET in columnar format. +The sample data used to create these plots is available in the METplotpy +repository, where the ECLV plot scripts are located: + +*$METPLOTPY_BASE/test/eclv/eclv.data* + +*$METPLOTPY_BASE* is the directory where the METplotpy code is saved: + +e.g. + +*/usr/path/to/METplotpy* if the source code was cloned or forked from the Github repository + +or + +*/usr/path/to/METplotpy-x.y.z* if the source code was downloaded as a zip or gzip'd tar file from the Release link of +the Github repository. The *x.y.z* is the release number. + + +Configuration Files +___________________ + +The ECLV plot utilizes YAML configuration files to indicate where +input data is located and to set plot attributes. These plot attributes +correspond to values that can be set via the METviewer tool. YAML is a +recursive acronym for "YAML Ain't Markup Language" and according to +`yaml.org `_, +it is a "human-friendly data serialization language. It is commonly used for +configuration files and in applications where data is being stored or +transmitted. Two configuration files are required. The first is a +default configuration file, **eclv_defaults.yaml**, +which is found in the +*$METPLOTPY_BASE/metplotpy/plots/config* directory. +*$METPLOTPY_BASE* indicates the directory where the METplotpy +source code has been saved. All default +configuration files are located in the +*$METPLOTPY_BASE/metplotpy/plots/config* directory. +**Default configuration files are automatically loaded by the +plotting code and do not need to be explicitly specified when +generating a plot**. + +The second required configuration file is a user-supplied “custom” +configuration file. This file is used to customize/override the default +settings in the **eclv_defaults.yaml** file. + +METplus Configuration +===================== + +Default Configuration File +__________________________ + +The following is the *mandatory*, **eclv_defaults.yaml** +configuration file along with another *mandatory* configuration file, **custom_eclv.yaml** . These configuration files +serve as a starting point for creating an eclv plot. + +**NOTE**: The eclv_defaults.yaml default configuration file is **automatically** loaded by +**eclv.py.** + + +.. literalinclude:: ../../metplotpy/plots/config/eclv_defaults.yaml + +Custom Configuration File +_________________________ + +As mentioned above a second, *mandatory* configuration file is required. This is +used to customize the settings to the ECLV plot. +The **custom_eclv.yaml** file is included with the +source code and looks like the following: + +.. literalinclude:: ../../test/eclv/custom_eclv.yaml + +Copy this custom config file from the directory where the source +code was saved to the working directory: + +.. code-block:: ini + + cp $METPLOTPY_BASE/test/eclv/custom_eclv.yaml $WORKING_DIR/custom_eclv.yaml + +Modify the *stat_input* setting in the +*$METPLOTPY_BASE/test/eclv/custom_eclv.yaml* +file to explicitly point to the +*$METPLOTPY_BASE/test/eclv/* +directory (where the custom config files and sample data reside). +Replace the relative path *.eclv.data* +with the full path +*$METPLOTPY_BASE/test/eclv/eclv.data* +(including replacing *$METPLOTPY_BASE* with the full path to the METplotpy +installation on the system). +Modify the *plot_filename* setting to point to the output path where the +plot will be saved, including the name of the plot. + +For example: + +*stat_input: /username/myworkspace/METplotpy/test/eclv/eclv.data* + +*plot_filename: /username/working_dir/output_plots/custom_eclv.png* + +This is where */username/myworkspace/METplotpy* is $METPLOTPY_BASE and +*/username/working_dir* is $WORKING_DIR. Make sure that the +$WORKING_DIR directory that is specified exists and has the +appropriate read and write permissions. The path listed for +*plot_filename* may be changed to the output directory of one’s choosing. +If this is not set, then the +*plot_filename* setting specified in the +*$METPLOTPY_BASE/metplotpy/plots/config/eclv_defaults.yaml* +configuration file will be used. + +To save the intermediate **.points1** file (used by METviewer and useful +for debugging), set the *dump_points_1* setting to True. +Uncomment or add (if it doesn't exist) the *points_path* setting: + +*dump_points_1: 'True'* + +*points_path: '/dir_to_save_points1_file'* + +Replace the */dir_to_save_points1_file* to the same directory where the +**.points1** file is saved. +If *points_path* is commented out (indicated by a '#' symbol in front of it), +remove the '#' symbol to uncomment +the *points_path* so that it will be used by the code. Make sure that +this directory exists and has the +appropriate read and write permissions. **NOTE**: the *points_path* setting +is **optional** and does not need to be defined in the configuration +files unless saving the intermediate **.points1** file is desired. + +Using defaults +______________ + +There isn't a set of "default" values to create a meaningful ECLV plot. Use the combination of the +default_eclv.yaml and custom_eclv.yaml file to create a sample ECLV plot. + + +Run from the Command Line +========================= + +To generate a *meaningful* ECLV plot (i.e. using settings in the +**eclv_defaults.yaml** and **custom_eclv.yaml** configuration files), +perform the following: + + +* If using the conda environment, verify the conda environment + is running and has has the required Python packages outlined in the + `requirements section. + `_ + +* Set the METPLOTPY_BASE environment variable to point to + *$METPLOTPY_BASE*. + + For the ksh environment: + + .. code-block:: ini + + export METPLOTPY_BASE=$METPLOTPY_BASE + + For the csh environment: + + .. code-block:: ini + + setenv METPLOTPY_BASE $METPLOTPY_BASE + + Recall that *$METPLOTPY_BASE* is the directory path indicating where the METplotpy source code was saved. + + +* Run the following on the command line: + + .. code-block:: ini + + python $METPLOTPY_BASE/metplotpy/plots/eclv/eclv.py $WORKING_DIR/custom_eclv.yaml + + This will create a PNG file, **custom_eclv.png**, + in the directory that was specified in the *plot_filename* + setting of the **custom_eclv.yaml** config file: + + .. image:: custom_eclv.png + diff --git a/docs/Users_Guide/ens_ss.rst b/docs/Users_Guide/ens_ss.rst index d8fb7032..0313a849 100644 --- a/docs/Users_Guide/ens_ss.rst +++ b/docs/Users_Guide/ens_ss.rst @@ -14,14 +14,25 @@ Example Sample Data ___________ +The data is text output from MET in columnar format. The sample data used to create an example Ensemble spread-skill plot is available in the METplotpy repository, where the Ensemble spread-skill plot tests are located: -*$METPLOTPY_SOURCE/METplotpy/metplotpy/test/ens_ss/ens_ss.data* +*$METPLOTPY_BASE/metplotpy/test/ens_ss/ens_ss.data* + +*$METPLOTPY_BASE* is the directory where the METplotpy code is saved: + +e.g. + +*/usr/path/to/METplotpy* if the source code was cloned or forked from the Github repository + +or + +*/usr/path/to/METplotpy-x.y.z* if the source code was downloaded as a zip or gzip'd tar file from the Release link of +the Github repository. The *x.y.z* is the release number. + -*$METPLOTPY_SOURCE* is the directory where the METplotpy code is saved. -The data is text output from MET in columnar format. @@ -38,10 +49,10 @@ and in applications where data is being stored or transmitted. Two configuration files are required. The first is a default configuration file, **ens_ss_defaults.yaml**, which is found in the -*$METPLOTPY_SOURCE/METplotpy/metplotpy/plots/config* directory. All default +*$METPLOTPY_BASE/metplotpy/plots/config* directory. All default configuration files are located in the -*$METPLOTPY_SOURCE/METplotpy/metplotpy/plots/config* directory. -$METPLOTPY_SOURCE is the user-specified directory +*$METPLOTPY_BASE/metplotpy/plots/config* directory. +$METPLOTPY_BASE is the user-specified directory where the METplotpy source code has been saved. **Default configuration files are automatically loaded by the plotting code and do not need to be explicitly specified when generating a plot**. @@ -80,15 +91,17 @@ was saved to the working directory: .. code-block:: ini - cp $METPLOTPY_SOURCE/METplotpy/test/ens_ss/custom_ens_ss.yaml $WORKING_DIR/custom_ens_ss.yaml + cp $METPLOTPY_BASE/test/ens_ss/custom_ens_ss.yaml $WORKING_DIR/custom_ens_ss.yaml Modify the *stat_input* setting in the -*$METPLOTPY_SOURCE/METplotpy/test/ens_ss/custom_ens_ss.yaml* +*$METPLOTPY_BASE/test/ens_ss/custom_ens_ss.yaml* file to explicitly point to the -*$METPLOTPY_SOURCE/METplotpy/test/ens_ss* directory (where +*$METPLOTPY_BASE/test/ens_ss* directory (where the custom config files and sample data reside). Replace the relative path, *./ens_ss.data*, with the full path, -*$METPLOTPY_SOURCE/METplotpy/test/ens_ss/ens_ss.data*. Modify the +*$METPLOTPY_BASE/test/ens_ss/ens_ss.data* +(including replacing *$METPLOTPY_BASE* with the full path to the METplotpy +installation on the system). Modify the *plot_filename* setting to point to the directory of the plot, using the full path, including the name of the plot. @@ -98,13 +111,13 @@ For example: *plot_filename: /username/working_dir/output_plots/ens_ss.png* -This is where */username/myworkspace/* is $METPLOTPY_SOURCE and +This is where */username/myworkspace/METplotpy* is $METPLOTPY_BASE and */username/working_dir* is $WORKING_DIR. Make sure that the $WORKING_DIR directory that is specified exists and has the appropriate read and write permissions. The path listed for *plot_filename* may be changed to the output directory of one’s choosing. If this is not set, then the plot_filename setting specified in the -*$METPLOTPY_SOURCE/METplotpy/metplotpy/plots/config/ens_ss_defaults.yaml* +*$METPLOTPY_BASE/metplotpy/plots/config/ens_ss_defaults.yaml* configuration file will be used. To save the intermediate **.points1** file (used by METviewer and @@ -144,29 +157,29 @@ Perform the following: `_ * Set the METPLOTPY_BASE environment variable to point to - *$METPLOTPY_SOURCE/METplotpy/metplotpy*. + *$METPLOTPY_BASE*. For the ksh environment: .. code-block:: ini - export METPLOTPY_BASE=$METPLOTPY_SOURCE/METplotpy/metplotpy + export METPLOTPY_BASE=$METPLOTPY_BASE For the csh environment: .. code-block:: ini - setenv METPLOTPY_BASE $METPLOTPY_SOURCE/METplotpy/metplotpy + setenv METPLOTPY_BASE $METPLOTPY_BASE + + Recall that *$METPLOTPY_BASE* is the directory path indicating where the METplotpy source code was saved. - Replacing the $METPLOTPY_SOURCE with the directory where the METplotpy - source code was saved. * Enter the following command: .. code-block:: ini - python $METPLOTPY_SOURCE/METplotpy/metplotpy/plotsens_ss.py $WORKING_DIR/custom_ens_ss.yaml + python $METPLOTPY_BASE/metplotpy/plotsens_ss.py $WORKING_DIR/custom_ens_ss.yaml * An **ens_ss.png** output file will be created in the directory specified in the *plot_filename* configuration setting in the diff --git a/docs/Users_Guide/erai_precip.png b/docs/Users_Guide/erai_precip.png new file mode 100644 index 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a/docs/Users_Guide/taylor_diagram.rst +++ b/docs/Users_Guide/taylor_diagram.rst @@ -34,14 +34,27 @@ Example Sample Data ___________ + +Continuous statistics line type or SL1L2 line type from the MET tool's Point-Stat or Grid-Stat +tools is required for creating a Taylor diagram, where the data is text output in columnar format. + The sample data used to create these plots is available in the METplotpy repository, where the Taylor diagram scripts are located: -*$METPLOTPY_SOURCE/METplotpy/test/taylor_diagram/dlwr_sample.data* +*$METPLOTPY_BASE/test/taylor_diagram/dlwr_sample.data* + +*$METPLOTPY_BASE* is the directory where the METplotpy code is saved: + +e.g. + +*/usr/path/to/METplotpy* if the source code was cloned or forked from the Github repository + +or + +*/usr/path/to/METplotpy-x.y.z* if the source code was downloaded as a zip or gzip'd tar file from the Release link of +the Github repository. The *x.y.z* is the release number. + -*$METPLOTPY_SOURCE* is the directory where the METplotpy code is saved. -Continuous statistics line type or SL1L2 line type from the MET tool's Point-Stat or Grid-Stat -tools is required for creating a Taylor diagram, where the data is text output in columnar format. Configuration Files ___________________ @@ -56,11 +69,11 @@ configuration files and in applications where data is being stored or transmitted. Two configuration files are required. The first is a default configuration file, **taylor_diagram_defaults.yaml**, which is found in the -*$METPLOTPY_SOURCE/METplotpy/metplotpy/plots/config* directory. -*$METPLOTPY_SOURCE* indicates the directory where the METplotpy +*$METPLOTPY_BASE/metplotpy/plots/config* directory. +*$METPLOTPY_BASE* indicates the directory where the METplotpy source code has been saved. All default configuration files are located in the -*$METPLOTPY_SOURCE/METplotpy/metplotpy/plots/config* directory. +*$METPLOTPY_BASE/metplotpy/plots/config* directory. **Default configuration files are automatically loaded by the plotting code and do not need to be explicitly specified when generating a plot**. @@ -102,16 +115,18 @@ code was saved to the working directory: .. code-block:: ini - cp $METPLOTPY_SOURCE/METplotpy/test/taylor_diagram/taylor_diagram_custom.yaml $WORKING_DIR/taylor_diagram_custom.yaml + cp $METPLOTPY_BASE/test/taylor_diagram/taylor_diagram_custom.yaml $WORKING_DIR/taylor_diagram_custom.yaml Modify the *stat_input* setting in the -*$METPLOTPY_SOURCE/METplotpy/test/taylor_diagram/taylor_diagram_custom.yaml* +*$METPLOTPY_BASE/test/taylor_diagram/taylor_diagram_custom.yaml* file to explicitly point to the -*$METPLOTPY_SOURCE/METplotpy/test/taylor_diagram/taylor_diagram* +*$METPLOTPY_BASE/test/taylor_diagram/taylor_diagram* directory (where the custom config files and sample data reside). Replace the relative path *./dlwr_sample.data* with the full path -*$METPLOTPY_SOURCE/METplotpy/test/taylor_diagram/dlwr_sample.data*. +*$METPLOTPY_BASE/test/taylor_diagram/dlwr_sample.data* +(including replacing *$METPLOTPY_BASE* with the full path to the METplotpy +installation on the system). Modify the *plot_filename* setting to point to the output path where the plot will be saved, including the name of the plot. @@ -121,14 +136,14 @@ For example: *plot_filename: /username/working_dir/output_plots/taylor_diagram_custom.png* -This is where */username/myworkspace/* is $METPLOTPY_SOURCE and +This is where */username/myworkspace/METplotpy* is $METPLOTPY_BASE and */username/working_dir* is $WORKING_DIR. Make sure that the $WORKING_DIR directory that is specified exists and has the appropriate read and write permissions. The path listed for *plot_filename* may be changed to the output directory of one’s choosing. If this is not set, then the *plot_filename* setting specified in the -*$METPLOTPY_SOURCE/METplotpy/metplotpy/plots/config/taylor_diagram_defaults.yaml* +*$METPLOTPY_BASE/metplotpy/plots/config/taylor_diagram_defaults.yaml* configuration file will be used. No intermediate files (i.e. *.points1* file) are generated by the Taylor diagram. @@ -153,18 +168,18 @@ Copy this file to the working directory: .. code-block:: ini - cp $METPLOTPY_SOURCE/METplotpy/test/taylor_diagram/minimal_taylor_diagram.yaml $WORKING_DIR/minimal_taylor_diagram.yaml + cp $METPLOTPY_BASE/test/taylor_diagram/minimal_taylor_diagram.yaml $WORKING_DIR/minimal_taylor_diagram.yaml If the *stat_input* and *plot_filename* settings (output file/plot path) are missing, add these settings to the *$WORKING_DIR/minimal_taylor_diagram.yaml* file (anywhere below the comment block). The *stat_input* setting explicitly indicates where the sample data and custom configuration files are located. Set the *stat_input* to -*$METPLOTPY_SOURCE/METplotpy/test/taylor_diagram/dlwr_sample.data* and set the +*$METPLOTPY_BASE/test/taylor_diagram/dlwr_sample.data* and set the *plot_filename* to *$WORKING_DIR/output_plots/taylor_diagram_default.png*: -*stat_input: $METPLOTPY_SOURCE/METplotpy/test/taylor_diagram/dlwr_sample.data* +*stat_input: $METPLOTPY_BASE/test/taylor_diagram/dlwr_sample.data* *plot_filename: $WORKING_DIR/output_plots/taylor_diagram_default.png* @@ -189,28 +204,28 @@ perform the following: `_ * Set the METPLOTPY_BASE environment variable to point to - *$METPLOTPY_SOURCE/METplotpy/metplotpy*. + *$METPLOTPY_BASE*. For the ksh environment: .. code-block:: ini - export METPLOTPY_BASE=$METPLOTPY_SOURCE/METplotpy/metplotpy + export METPLOTPY_BASE=$METPLOTPY_BASE For the csh environment: .. code-block:: ini - setenv METPLOTPY_BASE $METPLOTPY_SOURCE/METplotpy/metplotpy + setenv METPLOTPY_BASE $METPLOTPY_BASE - Replacing the $METPLOTPY_SOURCE with the directory where the + Replacing the $METPLOTPY_BASE with the directory where the METplotpy source code was saved. * Run the following on the command line: .. code-block:: ini - python $METPLOTPY_SOURCE/METplotpy/metplotpy/plots/taylor_diagram/taylor_diagram.py $WORKING_DIR/minimal_taylor_diagram.yaml + python $METPLOTPY_BASE/metplotpy/plots/taylor_diagram/taylor_diagram.py $WORKING_DIR/minimal_taylor_diagram.yaml This will create a PNG file, **taylor_diagram_default.png**, in the directory that was specified in the *plot_filename* @@ -223,7 +238,7 @@ perform the following: .. code-block:: ini - python $METPLOTPY_SOURCE/METplotpy/metplotpy/plots/taylor_diagram/taylor_diagram.py $WORKING_DIR/taylor_diagram_custom.yaml + python $METPLOTPY_BASE/metplotpy/plots/taylor_diagram/taylor_diagram.py $WORKING_DIR/taylor_diagram_custom.yaml diff --git a/docs/Users_Guide/tcrmw_cross_section.rst b/docs/Users_Guide/tcrmw_cross_section.rst index dfc15a4c..7e5c3014 100644 --- a/docs/Users_Guide/tcrmw_cross_section.rst +++ b/docs/Users_Guide/tcrmw_cross_section.rst @@ -7,7 +7,7 @@ Description Generate cross-section plots for TC-RMW data based on *height levels* using output from the METcalcpy vertical interpolation module, *vertical_interpolation.py*: -https://metcalcpy.readthedocs.io/en/feature_34_vertical_interp/Users_Guide/vertical_interpolation.html +https://metcalcpy.readthedocs.io/en/develop/Users_Guide/vertical_interpolation.html Example @@ -18,7 +18,7 @@ Example Create the sample data by performing the conversion from pressure levels to height levels by following the instructions: -https://metcalcpy.readthedocs.io/en/feature_34_vertical_interp/Users_Guide/vertical_interpolation.html +https://metcalcpy.readthedocs.io/en/develop/Users_Guide/vertical_interpolation.html @@ -32,8 +32,8 @@ source code) is where your *tc_rmw_example_vertical_interp.nc* file will be loca An example configuration file (YAML, with .yaml extension) is available as a starting point for customizing the cross-plot of the height level data: -$METPLOTPY_SOURCE/METplotpy/metplotpy/contributed/tc_rmw/plot_cross_section.yaml -where $METPLOTPY_SOURCE is the location where you saved the METplotpy source code. +$METPLOTPY_BASE/metplotpy/contributed/tc_rmw/plot_cross_section.yaml +where $METPLOTPY_BASE is the location where you saved the METplotpy source code. .. literalinclude:: ../../metplotpy/contributed/tc_rmw/plot_cross_section.yaml @@ -109,11 +109,11 @@ compatible version number for your operating system and existing packages.* * If you are running in a conda environment, verify that you are running the conda environment that has the above Python packages installed. -* cd to the $METPLOTPY_SOURCE_DIR/METplotpy/metplotpy/contributed/tc_rmw directory +* cd to the $METPLOTPY_BASE/metplotpy/contributed/tc_rmw directory -``cd $METPLOTPY_SOURCE_DIR/METplotpy/metplotpy/contributed/tc_rmw`` +``cd $METPLOTPY_BASE/metplotpy/contributed/tc_rmw`` -replacing the $METPLOTPY_SOURCE_DIR with the directory where you saved the METplotpy +replacing the $METPLOTPY_BASE with the directory where you saved the METplotpy source code. * run the test_plot_cross_section.sh script: diff --git a/docs/Users_Guide/wind_rose.rst b/docs/Users_Guide/wind_rose.rst new file mode 100644 index 00000000..62def4ce --- /dev/null +++ b/docs/Users_Guide/wind_rose.rst @@ -0,0 +1,273 @@ +****************** +Wind Rose Diagram +****************** + +Description +=========== + +A wind rose diagram graphically displays the wind speed and wind direction at a particular location over a period of +time. The diagram consists of radiating spokes that represent the wind direction in terms of the cardinal wind +directions of North, East, South, and West. Each spoke indicates how often the wind blows from each direction and +the color bands on each spoke represents the wind speed range (bins). The wind rose diagram is based on +a polar coordinate system, with data plotted at a distance away from the origin at an angle that is +relative to North. + + +.. image:: wind_rose_custom.png + +Example +======= + +Sample Data +___________ + +The data used to create a wind rose plot is columnar text output from MET for the MPR (matched pair) +line type. +The sample data used to create these plots is available in the METplotpy +repository, where the wind rose diagram test scripts are located: + +*$METPLOTPY_BASE/test/wind rose_diagram/point_stat_mpr.txt* + +*$METPLOTPY_BASE* is the directory where the METplotpy code is saved: + +*$METPLOTPY_BASE* is the directory where the METplotpy code is saved: + +e.g. + +*/usr/path/to/METplotpy* if the source code was cloned or forked from the Github repository + +or + +*/usr/path/to/METplotpy-x.y.z* if the source code was downloaded as a zip or gzip'd tar file from the Release link of +the Github repository. The *x.y.z* is the release number. + + + +Configuration Files +___________________ + +The wind rose diagram utilizes YAML configuration files to indicate where +input data is located and to set plot attributes. These plot attributes +correspond to values that can be set via the METviewer tool. YAML is a +recursive acronym for "YAML Ain't Markup Language" and according to +`yaml.org `_, +it is a "human-friendly data serialization language. It is commonly used for +configuration files and in applications where data is being stored or +transmitted. Two configuration files are required. The first is a +default configuration file, **wind_rose_diagram_defaults.yaml**, +which is found in the +*$METPLOTPY_BASE/metplotpy/plots/config* directory. +*$METPLOTPY_BASE* indicates the directory where the METplotpy +source code has been saved. All default +configuration files are located in the +*$METPLOTPY_BASE/metplotpy/plots/config* directory. +**Default configuration files are automatically loaded by the +plotting code and do not need to be explicitly specified when +generating a plot**. + +The second required configuration file is a user-supplied “custom” +configuration file. This second configuration file is used to customize/override the default +settings in the **wind_rose_defaults.yaml** file. The custom +configuration file can be an empty file if all default settings are to +be applied. + +METplus Configuration +===================== + +Default Configuration File +__________________________ + +The following is the *mandatory*, **wind_rose_defaults.yaml** +configuration file, which serves as a starting point for creating a +wind rose diagram plot. + +**NOTE**: This default configuration file is automatically loaded by +**wind_rose_diagram.py.** + + +.. literalinclude:: ../../metplotpy/plots/config/wind_rose_defaults.yaml + +Custom Configuration File +_________________________ + +As previously mentioned, a second *mandatory* configuration file is required, which is +used to customize the settings to the wind rose diagram plot. +The **wind_rose_custom.yaml** file is included with the +source code and looks like the following: + +.. literalinclude:: ../../test/wind_rose/wind_rose_custom.yaml + +Copy this custom config file from the directory where the source +code was saved to the working directory: + +.. code-block:: ini + + cp $METPLOTPY_BASE/test/wind_rose/wind_rose_custom.yaml $WORKING_DIR/wind_rose_custom.yaml + +Notice that this has many of the same settings found in the the wind_rose_default.yaml file. We will simply change +the title of the custom plot to customize the plot. **NOTE**: You do not need to include all the configuration +settings in your custom configuration file. You only need to include the settings you wish to override. + +Modify the *stat_input* setting in the +*$METPLOTPY_BASE/test/wind_rose/wind_rose_custom.yaml* +file to explicitly point to the +*$METPLOTPY_BASE/test/wind_rose/wind_rose* +directory (where the custom config files and sample data reside). +Replace the relative path *./point_stat_mpr.txt* +with the full path +*$METPLOTPY_BASE/test/wind_rose/point_stat_mpr.txt* +(including replacing *$METPLOTPY_BASE* with the full path to the METplotpy +installation on the system). +Modify the *plot_filename* setting to point to the output path where the +plot will be saved, including the name of the plot. +Modify the title from: *title: Wind Rose* to *title: Custom Wind Rose* +Uncomment the entry (indicated by a '#' symbol in front of it; remove the '#' symbol to uncomment) +for the **stat_input** setting to indicate where the input data is located and indicate the full path +and name of the input data file. + + +For example: + +*stat_input: /username/myworkspace/METplotpy/test/wind_rose/point_stat_mpr.txt* + +*plot_filename: /username/working_dir/output_plots/wind_rose_custom.png* + +*title: Custom Wind Rose* + +This is where */username/myworkspace/METplotpy* is $METPLOTPY_BASE and +*/username/working_dir* is $WORKING_DIR. Make sure that the +$WORKING_DIR directory that is specified exists and has the +appropriate read and write permissions. The path listed for +*plot_filename* may be changed to the output directory of one’s choosing. +If this is not set, then the +*plot_filename* setting specified in the +*$METPLOTPY_BASE/metplotpy/plots/config/wind_rose_defaults.yaml* +configuration file will be used. + +To save the intermediate **.points1** file (used by METviewer and useful +for debugging), set the *dump_points_1* setting to True. +Uncomment or add (if it doesn't exist) the *points_path* setting: + +*dump_points_1: 'True'* + +*points_path: '/dir_to_save_points1_file'* + +Replace the */dir_to_save_points1_file* to the same directory where the +**.points1** file is saved. +If *points_path* is commented out (indicated by a '#' symbol in front of it), +remove the '#' symbol to uncomment +the *points_path* so that it will be used by the code. Make sure that +this directory exists and has the +appropriate read and write permissions. **NOTE**: the *points_path* setting +is **optional** and does not need to be defined in the configuration +file unless saving the intermediate **.points1** file is desired. + +Using defaults +______________ + +To use the *default* settings defined in the +**wind_rose_defaults.yaml** +file, specify a minimal custom configuration file +(**minimal_wind_rose_defaults.yaml**), which consists of only +a comment block, but it can be any empty file (write permissions for the +output filename path corresponding to the *plot_filename* setting in +the default configuration file will be needed. Otherwise, specify +a *plot_filename* in the **minimal_wind_rose.yaml** file): + +.. literalinclude:: ../../test/wind_rose/minimal_wind_rose.yaml + +Copy this file to the working directory: + +.. code-block:: ini + + cp $METPLOTPY_BASE/test/wind_rose/minimal_wind_rose.yaml $WORKING_DIR/minimal_wind_rose.yaml + +Add the *stat_input* (input data) and *plot_filename* +(output file/plot path) settings to the +*$WORKING_DIR/minimal_wind_rose.yaml* +file (anywhere below the comment block). The *stat_input* setting +explicitly indicates where the sample data and custom configuration +files are located. Set the *stat_input* to +*$METPLOTPY_BASE/test/wind_rose/point_stat_mpr.txt* and set the +*plot_filename* to +*$WORKING_DIR/output_plots/wind_rose_default.png*: + +*stat_input: $METPLOTPY_BASE/test/wind_rose/point_stat_mpr.txt* + +*plot_filename: $WORKING_DIR/output_plots/wind_rose_default.png* + +*$WORKING_DIR* is the working directory where all of +the custom configuration files are being saved. +**NOTE**: The *plot_filename* (output directory) may be specified +to a directory other than the *$WORKING_DIR/output_plots*, as long as +it is an existing directory where the author has read and write permissions. + +To save the intermediate **.points1** file (used by METviewer and useful +for debugging), add the following lines to the +**minimal_wind_rose.yaml** file (anywhere below the comment block): + +*dump_points_1: 'True'* + +*points_path: '/dir_to_save_points1_file'* + + +Replace the */dir_to_save_points1_file* to the same directory where +the **.points** file is saved. Make sure that this directory exists +and has the appropriate read and write permissions. + +Run from the Command Line +========================= + +To generate a default performance diagram (i.e. using settings in the +**wind_rose_defaults.yaml** configuration file), +perform the following: + + +* If using the conda environment, verify the conda environment + is running and has has the required Python packages outlined in the + `requirements section. + `_ + +* Set the METPLOTPY_BASE environment variable to point to + *$METPLOTPY_BASE*. + + For the ksh environment: + + .. code-block:: ini + + export METPLOTPY_BASE=$METPLOTPY_BASE + + For the csh environment: + + .. code-block:: ini + + setenv METPLOTPY_BASE $METPLOTPY_BASE + + Replacing the $METPLOTPY_BASE with the directory where the + METplotpy source code was saved. + +* Run the following on the command line: + + .. code-block:: ini + + python $METPLOTPY_BASE/metplotpy/plots/wind_rose/wind_rose.py $WORKING_DIR/minimal_wind_rose.yaml + + This will create a PNG file, **wind_rose_default.png**, + in the directory that was specified in the *plot_filename* + setting of the **minimal_wind_rose.yaml** config file: + + .. image:: wind_rose_default.png + + To generate the slightly modified, **customized** plot, re-run the above + command using the **wind_rose_custom.yaml** file: + + .. code-block:: ini + + python $METPLOTPY_BASE/metplotpy/plots/wind_rose/wind_rose.py $WORKING_DIR/wind_rose_custom.yaml + + .. image:: wind_rose_custom.png + +* A **wind_rose_custom.png** output file will be created in + the directory that was specified in the *plot_filename* config setting + in the **custom_performance_diagram.yaml** config file. 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zQ3{&t(Cn;8Qq$#6&B4}Ir;BmiS-oq#_kRrmx&R9h`a=3_2?Tr^B6{1ixt^upkjSam zbOT-JQWA=2I;_kY^m4D?Xjc(NvipBJshrpnl2mTKvSK+=?<$q}g`BHM==iS;wE^_o zdNc+8CmvJajg{>pQcVAe(Ek>S|Ga>OgXOmCp_S18B!~p?goICj{Xa4WMzaHNYTH7j z{`(COEg--PD;$6A@ITsFp`tQX*X;lO&tF*Tz*ehIxn&`Z{@EVJDE>d-uxj8AYEL=+4?lJw^XyhlgGhz`_p>GN z#x95|>>pt87XE+4`9I?PpXB^k6=BN%zp2$NX6gDt{AJf@A`18?^ITD~Slr;#{|6yM B``G{h literal 0 HcmV?d00001 diff --git a/metplotpy/plots/histogram/hist.py b/metplotpy/plots/histogram/hist.py index 569c9a7f..e4b49b51 100644 --- a/metplotpy/plots/histogram/hist.py +++ b/metplotpy/plots/histogram/hist.py @@ -26,11 +26,11 @@ from plotly.subplots import make_subplots from plotly.graph_objects import Figure -from ..histogram import hist_config -from ..constants import PLOTLY_AXIS_LINE_COLOR, PLOTLY_AXIS_LINE_WIDTH, PLOTLY_PAPER_BGCOOR -from ..histogram.hist_series import HistSeries -from ..base_plot import BasePlot -from .. import util +from metplotpy.plots.histogram import hist_config +from metplotpy.plots.constants import PLOTLY_AXIS_LINE_COLOR, PLOTLY_AXIS_LINE_WIDTH, PLOTLY_PAPER_BGCOOR +from metplotpy.plots.histogram.hist_series import HistSeries +from metplotpy.plots.base_plot import BasePlot +from metplotpy.plots import util import metcalcpy.util.utils as utils from metcalcpy.event_equalize import event_equalize diff --git a/metplotpy/plots/histogram_2d/histogram_2d.py b/metplotpy/plots/histogram_2d/histogram_2d.py index 4e19a79a..c0de5999 100644 --- a/metplotpy/plots/histogram_2d/histogram_2d.py +++ b/metplotpy/plots/histogram_2d/histogram_2d.py @@ -28,12 +28,12 @@ import xarray as xr import plotly.graph_objects as go -from .. import util +import metplotpy.plots.util as util """ Import BasePlot class """ -from ..base_plot import BasePlot +from metplotpy.plots.base_plot import BasePlot class Histogram_2d(BasePlot): diff --git a/metplotpy/plots/hovmoeller/hovmoeller.py b/metplotpy/plots/hovmoeller/hovmoeller.py index 4c584216..43fcfb33 100644 --- a/metplotpy/plots/hovmoeller/hovmoeller.py +++ b/metplotpy/plots/hovmoeller/hovmoeller.py @@ -150,12 +150,11 @@ def lat_avg(self, data, lat_min, lat_max): """ Parse command line arguments """ - parser = argparse.ArgumentParser(description="Hovmoeller diagram", + parser = argparse.ArgumentParser(description="Hovmoeller diagram", epilog="METPLOTPY_BASE needs to be set to your METplotpy directory") - parser.add_argument('--config', type=str, default=os.path.join(os.getenv('METPLOTPY_BASE'), - 'plots', 'config', 'hovmoeller_defaults.yaml'), + 'metplotpy/plots', 'config', 'hovmoeller_defaults.yaml'), help='configuration file') parser.add_argument('--datadir', type=str, default=os.getenv('DATA_DIR'), diff --git a/metplotpy/plots/performance_diagram/performance_diagram.py b/metplotpy/plots/performance_diagram/performance_diagram.py index 89bdefe9..023475af 100644 --- a/metplotpy/plots/performance_diagram/performance_diagram.py +++ b/metplotpy/plots/performance_diagram/performance_diagram.py @@ -24,8 +24,8 @@ import pandas as pd from metplotpy.plots.base_plot import BasePlot import metcalcpy.util.utils as calc_util -from .performance_diagram_config import PerformanceDiagramConfig -from .performance_diagram_series import PerformanceDiagramSeries +from metplotpy.plots.performance_diagram.performance_diagram_config import PerformanceDiagramConfig +from metplotpy.plots.performance_diagram.performance_diagram_series import PerformanceDiagramSeries from metplotpy.plots import util from metplotpy.plots import constants import warnings diff --git a/metplotpy/plots/taylor_diagram/taylor_diagram.py b/metplotpy/plots/taylor_diagram/taylor_diagram.py index 223e292e..c16df93e 100644 --- a/metplotpy/plots/taylor_diagram/taylor_diagram.py +++ b/metplotpy/plots/taylor_diagram/taylor_diagram.py @@ -34,8 +34,8 @@ from metplotpy.plots import constants from metplotpy.plots.base_plot import BasePlot from metplotpy.plots import util -from .taylor_diagram_config import TaylorDiagramConfig -from .taylor_diagram_series import TaylorDiagramSeries +from metplotpy.plots.taylor_diagram.taylor_diagram_config import TaylorDiagramConfig +from metplotpy.plots.taylor_diagram.taylor_diagram_series import TaylorDiagramSeries warnings.filterwarnings("ignore", category=DeprecationWarning) diff --git a/metplotpy/plots/wind_rose/wind_rose.py b/metplotpy/plots/wind_rose/wind_rose.py index f313194a..122cde8b 100644 --- a/metplotpy/plots/wind_rose/wind_rose.py +++ b/metplotpy/plots/wind_rose/wind_rose.py @@ -27,7 +27,7 @@ from plotly.subplots import make_subplots from metplotpy.plots.base_plot import BasePlot -from .wind_rose_config import WindRoseConfig +from metplotpy.plots.wind_rose.wind_rose_config import WindRoseConfig from metplotpy.plots.constants import PLOTLY_AXIS_LINE_COLOR, PLOTLY_AXIS_LINE_WIDTH, PLOTLY_PAPER_BGCOOR from metplotpy.plots import util diff --git a/test/contour/custom_contour.yaml b/test/contour/custom_contour.yaml index 8d103f82..e2b799c2 100644 --- a/test/contour/custom_contour.yaml +++ b/test/contour/custom_contour.yaml @@ -97,6 +97,11 @@ plot_stat: median plot_type: png16m plot_units: in plot_width: 11.0 +# Optional, uncomment and set to directory to store the .points1 file +# that is used by METviewer (created when dump_points_1 is set to True) +# if dump_points_1 is True and this is uncommented, the points1 file +# will be saved in the default location (i.e. where the input data file is stored). +#points_path: /dir_to_save_points1_file random_seed: null reverse_x: 'False' reverse_y: 'False' diff --git a/test/difficulty_index/example_difficulty_index.py b/test/difficulty_index/example_difficulty_index.py index e64790ec..59218422 100644 --- a/test/difficulty_index/example_difficulty_index.py +++ b/test/difficulty_index/example_difficulty_index.py @@ -11,6 +11,8 @@ Taken from original test_difficulty_index.py but replacing with METcalcpy and METplotpy. """ +import argparse +import yaml import numpy as np import matplotlib.pyplot as plt from metcalcpy.calc_difficulty_index import forecast_difficulty as di @@ -19,6 +21,7 @@ import metplotpy.plots.difficulty_index.mycolormaps as mcmap from metplotpy.plots.difficulty_index.plot_difficulty_index import plot_field + def load_data(filename): """Load ensemble data from file""" loaded = np.load(filename) @@ -79,12 +82,12 @@ def plot_difficulty_index(dij, lats, lons, thresholds): return figs -def save_difficulty_figures(figs, save_thresh, units='feet'): +def save_difficulty_figures(config, figs, save_thresh, units='feet'): """ Save subset of difficulty index figures. """ fig_fmt = 'png' - fig_basename = './swh_North_Pacific_difficulty_index_' + fig_basename = config['diff_fig_basename'] for thresh in save_thresh: thresh_str = '{:.2f}'.format(thresh).replace('.', '_') fig_name = (fig_basename + thresh_str + @@ -112,12 +115,12 @@ def plot_statistics(mu, sigma, lats, lons, units='feet'): return mu_fig, sigma_fig -def save_stats_figures(mu_fig, sigma_fig): +def save_stats_figures(config, mu_fig, sigma_fig): """ Save ensemble mean and spread figures. """ fig_fmt = 'png' - fig_basename = './swh_North_Pacific_5dy_' + fig_basename = config['stat_fig_basename'] mu_name = fig_basename + 'mean.' + fig_fmt print('Saving {}...\n'.format(mu_name)) mu_fig.savefig(mu_name, format=fig_fmt) @@ -126,25 +129,40 @@ def save_stats_figures(mu_fig, sigma_fig): sigma_fig.savefig(sigma_name, format=fig_fmt) -def main(): +def main(config): """ Load fieldijn from npz file created with save_ensemble_data.py helper function, compute ensemble mean and spread, compute difficulty index for a set of thresholds, plot and save the results. """ - filename = './swh_North_Pacific_5dy_ensemble.npz' + filename = config['input_filename'] lats, lons, fieldijn = load_data(filename) muij, sigmaij = compute_stats(fieldijn) thresholds = np.arange(4.0, 16.0, 1.0) dij = compute_difficulty_index(fieldijn, muij, sigmaij, thresholds) figs = plot_difficulty_index(dij, lats, lons, thresholds) save_thresh = np.arange(9.0, 13.0, 1.0) - save_difficulty_figures(figs, save_thresh) + save_difficulty_figures(config, figs, save_thresh) units = 'feet' mu_fig, sigma_fig =\ plot_statistics(muij, sigmaij, lats, lons, units=units) - save_stats_figures(mu_fig, sigma_fig) + save_stats_figures(config, mu_fig, sigma_fig) if __name__ == '__main__': - main() + parser = argparse.ArgumentParser( + description='Example Difficulty Index Plotting') + + parser.add_argument( + '--config', type=str, dest='config', + required=True) + + input_args = parser.parse_args() + + """ + Read YAML configuration file + """ + config = yaml.load( + open(input_args.config), Loader=yaml.FullLoader) + + main(config) diff --git a/test/difficulty_index/example_difficulty_index.yaml b/test/difficulty_index/example_difficulty_index.yaml new file mode 100644 index 00000000..49af731c --- /dev/null +++ b/test/difficulty_index/example_difficulty_index.yaml @@ -0,0 +1,3 @@ +input_filename: 'path/to/swh_North_Pacific_5dy_ensemble.npz' +stat_fig_basename: 'path/to/output/swh_North_Pacific_5dy_' +diff_fig_basename: '/path/to/output/difficulty_index/swh_North_Pacific_difficulty_index_' diff --git a/test/eclv/custom_eclv.yaml b/test/eclv/custom_eclv.yaml index 9879984a..8a233ff1 100644 --- a/test/eclv/custom_eclv.yaml +++ b/test/eclv/custom_eclv.yaml @@ -50,6 +50,11 @@ plot_stat: median plot_type: png16m plot_units: in plot_width: 11.0 +# Optional, uncomment and set to directory to store the .points1 file +# that is used by METviewer (created when dump_points_1 is set to True) +# if dump_points_1 is True and this is uncommented, the points1 file +# will be saved in the default location (i.e. where the input data file is stored). +#points_path: /dir_to_save_points1_file random_seed: null series_line_style: - '-' diff --git a/test/line/custom_line.yaml b/test/line/custom_line.yaml index a5d05863..2f00dafd 100644 --- a/test/line/custom_line.yaml +++ b/test/line/custom_line.yaml @@ -102,6 +102,12 @@ plot_stat: median plot_type: png16m plot_units: in plot_width: 11.0 + +# Optional, uncomment and set to directory to store the .points1 file +# that is used by METviewer (created when dump_points_1 is set to True) +# if dump_points_1 is True and this is uncommented, the points1 file +# will be saved in the default location (i.e. where the input data file is stored). +#points_path: /dir_to_save_points1_file random_seed: null series_line_style: - '-' diff --git a/test/reliability_diagram/custom_reliability_diagram.yaml b/test/reliability_diagram/custom_reliability_diagram.yaml index bf1bcdf5..6c31bd12 100644 --- a/test/reliability_diagram/custom_reliability_diagram.yaml +++ b/test/reliability_diagram/custom_reliability_diagram.yaml @@ -88,6 +88,12 @@ plot_stat: median plot_type: png16m plot_units: in plot_width: 11.0 + +# Optional, uncomment and set to directory to store the .points1 file +# that is used by METviewer (created when dump_points_1 is set to True) +# if dump_points_1 is True and this is uncommented, the points1 file +# will be saved in the default location (i.e. where the input data file is stored). +#points_path: /dir_to_save_points1_file random_seed: null rely_event_hist: 'True' series_line_style: diff --git a/test/wind_rose/minimal_wind_rose.yaml b/test/wind_rose/minimal_wind_rose.yaml new file mode 100644 index 00000000..256d73bd --- /dev/null +++ b/test/wind_rose/minimal_wind_rose.yaml @@ -0,0 +1,11 @@ +# minimal config file to use all the settings in the wind_rose_default.yaml file. +# **NOTE**: update the stat_input and plot_filename settings with the full path to your +# input file and output file, respectively. +stat_input: ./point_stat_mpr.txt +plot_filename: ./wind_rose_default.png + +# Optional, uncomment and set to directory to store the .points1 file +# that is used by METviewer (created when dump_points_1 is set to True) +# if dump_points_1 is True and this is uncommented, the points1 file +# will be saved in the default location (i.e. where the input data file is stored). +#points_path: '/dir_to_save_points1_file' \ No newline at end of file diff --git a/test/wind_rose/test_wind_rose.py b/test/wind_rose/test_wind_rose.py index 3bcc0b25..21e796d4 100644 --- a/test/wind_rose/test_wind_rose.py +++ b/test/wind_rose/test_wind_rose.py @@ -31,7 +31,7 @@ def cleanup(): # from any previous runs try: path = os.getcwd() - plot_file = 'wind_rose_default.png' + plot_file = 'wind_rose_custom.png' points_file_1 = 'point_stat_mpr.points1' os.remove(os.path.join(path, plot_file)) os.remove(os.path.join(path, points_file_1)) @@ -132,6 +132,6 @@ def test_images_match(setup): newly created plot to verify that the plot hasn't changed in appearance. ''' - comparison = CompareImages('./wind_rose_expected.png', './wind_rose_default.png') + comparison = CompareImages('./wind_rose_expected.png', './wind_rose_custom.png') assert comparison.mssim == 1 cleanup() diff --git a/test/wind_rose/wind_rose_custom.yaml b/test/wind_rose/wind_rose_custom.yaml index d1d01df8..e398fbd1 100644 --- a/test/wind_rose/wind_rose_custom.yaml +++ b/test/wind_rose/wind_rose_custom.yaml @@ -29,6 +29,18 @@ angularaxis_ticktext: - 'E' - 'S' - 'W' -plot_filename: ./wind_rose_default.png + +# !!!!!!!! IMPORTANT !!!!!! +# Uncomment the stat_input setting and specify the full path to the +# point_stat_mpr.txt file +stat_input: ./point_stat_mpr.txt + +plot_filename: ./wind_rose_custom.png dump_points: True -show_in_browser: False \ No newline at end of file + +# Optional, uncomment and set to directory to store the .points1 file +# that is used by METviewer (created when dump_points_1 is set to True) +# if dump_points_1 is True and this is uncommented, the points1 file +# will be saved in the default location (i.e. where the input data file is stored). +# points_path: '/dir_to_save_points1_file' +show_in_browser: False

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z;lE!YIHa}rT89j4E3vPDK!JZhC*02e=FbUS`+xPdL~Qhb{#gG9UrXSN z|5vN=Uw`d?U#`_, +it is a "human-friendly data serialization language. It is commonly used for +configuration files and in applications where data is being stored or +transmitted. Two configuration files are required. The first is a +default configuration file, **hist_defaults.yaml**, +which is found in the +*$METPLOTPY_BASE/metplotpy/plots/config* directory. +*$METPLOTPY_BASE* indicates the directory where the METplotpy +source code has been saved. All default +configuration files are located in the +*$METPLOTPY_BASE/metplotpy/plots/config* directory. +**Default configuration files are automatically loaded by the +plotting code and do not need to be explicitly specified when +generating a plot**. + +The second required configuration file is a user-supplied “custom” +configuration file to specify settings for the rank, probability, and relative frequency histograms. +This file is used to customize/override the default +settings in the **hist_defaults.yaml** file. + +METplus Configuration +===================== + +Default Configuration File +__________________________ + +The following is the *mandatory*, **hist_defaults.yaml** +configuration file, which serves as a starting point for creating a +*generic* histogram plot, upon which the rank, probability, and relative frequency histograms +will be built. + +**NOTE**: This default configuration file is automatically loaded by +**histogram.py, rank_hist.py, prob_hist.py, and rel_hist.py.** + + +.. literalinclude:: ../../metplotpy/plots/config/hist_defaults.yaml + +Custom Configuration File +_________________________ + +A second, *mandatory* configuration file is required, which is +used to customize the settings to generate each of the specialized histograms. +The **rank_hist.yaml** , **rank_hist.yaml**, and **rank_hist.yaml** files are included with the +source code and look like the following: + +**Rank histogram config file:** + +.. literalinclude:: ../../test/histogram/rank_hist.yaml + +**Probability histogram config file:** + +.. literalinclude:: ../../test/histogram/prob_hist.yaml + +**Relative frequency histogram config file:** + +.. literalinclude:: ../../test/histogram/rel_hist.yaml + +Copy each of these "custom" config files from the directory where the source +code was saved to the working directory: + +For the **rank histogram** configuration file + +.. code-block:: ini + + cp $METPLOTPY_BASE/test/histogram/rank_hist.yaml $WORKING_DIR/rank_hist.yaml + +For the **probability histogram** configuration file + +.. code-block:: ini + + cp $METPLOTPY_BASE/test/histogram/prob_hist.yaml $WORKING_DIR/prob_hist.yaml + +For the **relative frequency histogram** configuration file + +.. code-block:: ini + + cp $METPLOTPY_BASE/test/histogram/rel_hist.yaml $WORKING_DIR/rel_hist.yaml + + +Modify the *stat_input* setting in the + +*$METPLOTPY_BASE/test/histogram/rank_hist.yaml* file +to explicitly point to the +*$METPLOTPY_BASE/test/histogram/histogram* +directory (where the custom config files and sample data reside). + +Modify the *stat_input* setting in the + +*$METPLOTPY_BASE/test/histogram/prob_hist.yaml* file +to explicitly point to the +*$METPLOTPY_BASE/test/histogram/histogram* +directory (where the custom config files and sample data reside). + +Modify the *stat_input* setting in the + +*$METPLOTPY_BASE/test/histogram/rel_hist.yaml* file +to explicitly point to the +*$METPLOTPY_BASE/test/histogram/histogram* +directory (where the custom config files and sample data reside). + +In the *$METPLOTPY_BASE/test/histogram/rank_hist.yaml* file, replace the +relative path *./rank_hist.data* with the full path +*$METPLOTPY_BASE/test/histogram/rank_hist.data* for the rank histogram config file +(including replacing *$METPLOTPY_BASE* with the full path to the METplotpy +installation on the system).. + +In the *$METPLOTPY_BASE/test/histogram/prob_hist.yaml* file, replace the +relative path *./prob_hist.data* with the full path +*$METPLOTPY_BASE/test/histogram/prob_hist.data* +(including replacing *$METPLOTPY_BASE* with the full path to the METplotpy +installation on the system) for the probability histogram config file. + +In the *$METPLOTPY_BASE/test/histogram/rel_hist.yaml* file, replace the +relative path *./rel_hist.data* with the full path +*$METPLOTPY_BASE/test/histogram/rel_hist.data* (including replacing *$METPLOTPY_BASE* with the full path to the METplotpy +installation on the system) +for the relative frequency histogram config file. + + +Modify the *plot_filename* setting to point to the output path where the +plot will be saved, including the name of the plot. + +For example + +For the **rank histogram**: + +*stat_input: /username/myworkspace/METplotpy/test/histogram/rank_hist.data* + +*plot_filename: /username/working_dir/output_plots/rank_hist.png* + +For the **probability histogram**: + +*stat_input: /username/myworkspace/METplotpy/test/histogram/prob_hist.data* + +*plot_filename: /username/working_dir/output_plots/prob_hist.png* + +For the **relative frequency histogram**: + +*stat_input: /username/myworkspace/METplotpy/test/histogram/rel_hist.data* + +*plot_filename: /username/working_dir/output_plots/rel_hist.png* + + +This is where */username/myworkspace/METplotpy* is $METPLOTPY_BASE and +*/username/working_dir* is $WORKING_DIR. Make sure that the +$WORKING_DIR directory that is specified exists and has the +appropriate read and write permissions. The path listed for +*plot_filename* may be changed to the output directory of one’s choosing. +If this is not set, then the +*plot_filename* setting specified in the +*$METPLOTPY_BASE/metplotpy/plots/config/hist_defaults.yaml* +configuration file will be used. + +To save the intermediate **.points1** file (used by METviewer and useful +for debugging), set the *dump_points_1* setting to *True* (in the config file +corresponding to the specialized histogram plot where you wish to save intermediate points). +Uncomment or add (if it doesn't exist) the *points_path* setting: + +*dump_points_1: 'True'* + +*points_path: '/dir_to_save_points1_file'* + +Replace the */dir_to_save_points1_file* to the same directory where the +**.points1** file is saved. +If *points_path* is commented out (indicated by a '#' symbol in front of it), +remove the '#' symbol to uncomment +the *points_path* so that it will be used by the code. Make sure that +this directory exists and has the +appropriate read and write permissions. **NOTE**: the *points_path* setting +is **optional** and does not need to be defined in the configuration +file unless saving the intermediate **.points1** file is desired. + + +Run from the Command Line +========================= + +To generate the three specialized histogram plots (i.e. using settings in the +**hist_defaults.yaml** configuration file), +perform the following: + + +* If using the conda environment, verify the conda environment + is running and has has the required Python packages outlined in the + `requirements section. + `_ + +* Set the METPLOTPY_BASE environment variable to point to + *$METPLOTPY_BASE*. + + For the ksh environment: + + .. code-block:: ini + + export METPLOTPY_BASE=$METPLOTPY_BASE + + For the csh environment: + + .. code-block:: ini + + setenv METPLOTPY_BASE $METPLOTPY_BASE + + Recall that *$METPLOTPY_BASE* is the directory path indicating where the METplotpy source code was saved. + + +* Run the following on the command line: + + **To generate the rank histogram:** + + .. code-block:: ini + + python $METPLOTPY_BASE/metplotpy/plots/histogram/rank_hist.py $WORKING_DIR/rank_hist.yaml + + This will create a PNG file, **rank_hist.png**, + in the directory that was specified in the *plot_filename* + setting of the **minimal_histogram.yaml** config file: + + .. image:: rank_hist.png + + **To generate the probability histogram**, re-run the above + command using the **prob_hist.yaml** file: + + .. code-block:: ini + + python $METPLOTPY_BASE/metplotpy/plots/histogram/prob_hist.py $WORKING_DIR/prob_hist.yaml + + .. image:: prob_hist.png + +**To generate the relative frequency histogram**, re-run the above + command using the **rel_hist.yaml** file: + + .. code-block:: ini + + python $METPLOTPY_BASE/metplotpy/plots/histogram/rel_hist.py $WORKING_DIR/rel_hist.yaml + + .. image:: rel_hist.png + + +* A **rank_hist.png** output file will be created in + the directory that was specified in the *plot_filename* config setting + in the **rank_hist.yaml** config file. + +* A **prob_hist.png** output file will be + created in the the directory that was specified in the *plot_filename* config setting + in the **prob_hist.yaml** config file. + +* A **rel_hist.png** output file will be + created in the the directory that was specified in the *plot_filename* config setting + in the **rel_hist.yaml** config file. diff --git a/docs/Users_Guide/histogram_2d.rst b/docs/Users_Guide/histogram_2d.rst index c2ef462c..5882ce43 100644 --- a/docs/Users_Guide/histogram_2d.rst +++ b/docs/Users_Guide/histogram_2d.rst @@ -19,13 +19,22 @@ Example Sample Data ___________ -The sample data used to create an example 2d histogram is available in the +The data is in netCDF format. The sample data used to create an example 2d histogram is available in the METplotpy repository, where the **histogram_2d.py** code is located: -*$METPLOTPY_SOURCE/METplotpy/test/histogram_2d/grid_diag_temperature.nc* +*$METPLOTPY_BASE/test/histogram_2d/grid_diag_temperature.nc* + +*$METPLOTPY_BASE* is the directory where the METplotpy code is saved: + +e.g. + +*/usr/path/to/METplotpy* if the source code was cloned or forked from the Github repository + +or + +*/usr/path/to/METplotpy-x.y.z* if the source code was downloaded as a zip or gzip'd tar file from the Release link of +the Github repository. The *x.y.z* is the release number. -*$METPLOTPY_SOURCE* is the directory where the METplotpy code is saved. -The data in netCDF format. Configuration File __________________ @@ -41,9 +50,9 @@ language". It is commonly used for configuration files and in applications where data is being stored or transmitted. Two configuration files are required. The first is a default configuration file, **histogram_2d_defaults.yaml** that is found in the -*$METPLOTPY_SOURCE/METplotpy/metplotpy/plots/config* directory. All default +*$METPLOTPY_BASE/metplotpy/plots/config* directory. All default configuration files are located in the -*$METPLOTPY_SOURCE/METplotpy/metplotpy/plots/config* +*$METPLOTPY_BASE/metplotpy/plots/config* directory. **Default configuration files are automatically loaded by the plotting code and do not need to be explicitly specified when generating a plot**. @@ -85,16 +94,18 @@ is saved to the working directory: .. code-block:: ini - cp $METPLOTPY_SOURCE/METplotpy/test/histogram_2d/custom_histogram_2d.yaml $WORKING_DIR/custom_histogram_2d.yaml + cp $METPLOTPY_BASE/test/histogram_2d/custom_histogram_2d.yaml $WORKING_DIR/custom_histogram_2d.yaml Modify the *stat_input* setting in the -*$METPLOTPY_SOURCE/METplotpy/test/histogram_2d/custom_histogram_2d.yaml* +*$METPLOTPY_BASE/test/histogram_2d/custom_histogram_2d.yaml* file to explicitly point to the -*$METPLOTPY_SOURCE/METplotpy/test/histogram_2d* directory (where +*$METPLOTPY_BASE/test/histogram_2d* directory (where the custom config files and sample data reside). Replace the relative path *./grid_diag_temperature.nc* with the full path -*$METPLOTPY_SOURCE/METplotpy/test/histogram_2d/grid_diag_temperature.nc*. +*$METPLOTPY_BASE/test/histogram_2d/grid_diag_temperature.nc* +(including replacing *$METPLOTPY_BASE* with the full path to the METplotpy +installation on the system). Modify the *plot_filename* setting to point to the output path where the plot will be saved, including the name of the plot. @@ -104,13 +115,13 @@ For example: *plot_filename: /username/working_dir/output_plots/custom_tmp_z2_p500.png* -This is where */username/myworkspace/* is $METPLOTPY_SOURCE and +This is where */username/myworkspace/METplotpy* is $METPLOTPY_BASE and */username/working_dir* is $WORKING_DIR. Make sure that the $WORKING_DIR directory that is specified exists and has the appropriate read and write permissions. The path listed for *plot_filename* may be changed to the output directory of one's choosing. If this is not set, then the *plot_filename* setting specified in the -*$METPLOTPY_SOURCE/METplotpy/metplotpy/plots/config/histogram_2d_defaults.yaml* +*$METPLOTPY_BASE/metplotpy/plots/config/histogram_2d_defaults.yaml* configuration file will be used. **NOTE**: This may cause issues if the user does not have write permissions for the *plot_filename* directory in the **histogram_2d_defaults.yaml** configuration file. @@ -149,18 +160,18 @@ Copy this file to the working directory: .. code-block:: ini - cp $METPLOTPY_SOURCE/METplotpy/test/histogram_2d/minimal_histogram_2d.yaml $WORKING_DIR/minimal_histogram_2d.yaml + cp $METPLOTPY_BASE/test/histogram_2d/minimal_histogram_2d.yaml $WORKING_DIR/minimal_histogram_2d.yaml Add the *stat_input* (input data) and *plot_filename* (output file/plot path) setting to the *$WORKING_DIR/minimal_histogram_2d.yaml* file (anywhere below the comment block). The *stat_input* setting explicitly indicates where the sample data and custom configuration files are located. Set the *stat_input* to -*$METPLOTPY_SOURCE/METplotpy/test/histogram_2d/grid_diag_temperature.nc* +*$METPLOTPY_BASE/test/histogram_2d/grid_diag_temperature.nc* and set the *plot_filename* to *$WORKING_DIR/output_plots/tmp_z2_p500.png*: -*stat_input: $METPLOTPY_SOURCE/METplotpy/test/histogram_2d/grid_diag_temperature.nc* +*stat_input: $METPLOTPY_BASE/test/histogram_2d/grid_diag_temperature.nc* *plot_filename: $WORKING_DIR/output_plots/tmp_z2_p500.png* @@ -191,14 +202,14 @@ Perform the following: .. code-block:: ini - mkdir $METPLOTPY_SRC_DIR + mkdir $METPLOTPY_BASE -* *$METPLOTPY_SRC_DIR* is the directory where the code will be saved. +* *$METPLOTPY_BASE* is the directory where the source code is66TAW saved. Enter the following: .. code-block:: ini - cd $METPLOTPY_SRC_DIR + cd $METPLOTPY_BASE git clone https://github.com/dtcenter/METplotpy * Set the PYTHONPATH to point to the location of the METplotpy code: @@ -208,15 +219,15 @@ Perform the following: .. code-block:: ini - setenv PYTHONPATH $METPLOTPY_SRC_DIR/metplotpy:$METPLOTPY_SRC_DIR/metplotpy/plots + setenv PYTHONPATH $METPLOTPY_BASE/metplotpy:$METPLOTPY_BASE/metplotpy/plots For the ksh environment: .. code-block:: ini - export PYTHONPATH=$METPLOTPY_SRC_DIR/metplotpy:$METPLOTPY_SRC_DIR/metplotpy/plots + export PYTHONPATH=$METPLOTPY_BASE/metplotpy:$METPLOTPY_BASE/metplotpy/plots - Replace *$METPLOTPY_SRC_DIR* with the directory where the source code is saved. + Replace *$METPLOTPY_BASE* with the directory where the source code is saved. To generate the above **"defaults"** plot (i.e using default configuration settings), use the "minimal" custom configuration file, @@ -226,7 +237,7 @@ Perform the following: .. code-block:: ini - python $METPLOTPY_SOURCE/METplotpy/metplotpy/plots/histogram_2d/histogram_2d.py $WORKING_DIR/minimal_histogram_2d.yaml + python $METPLOTPY_BASE/metplotpy/plots/histogram_2d/histogram_2d.py $WORKING_DIR/minimal_histogram_2d.yaml * A **tmp_z2_p500.png** output file will be created in the @@ -241,7 +252,7 @@ Perform the following: .. code-block:: ini - python $METPLOTPY_SOURCE/METplotpy/metplotpy/plots/histogram_2d/histogram_2d.py $WORKING_DIR/custom_histogram_2d.yaml + python $METPLOTPY_BASE/metplotpy/plots/histogram_2d/histogram_2d.py $WORKING_DIR/custom_histogram_2d.yaml In this example, this custom config file changes the title and font size. diff --git a/docs/Users_Guide/hovmoeller.rst b/docs/Users_Guide/hovmoeller.rst index d9ceae37..20c81fcd 100644 --- a/docs/Users_Guide/hovmoeller.rst +++ b/docs/Users_Guide/hovmoeller.rst @@ -18,6 +18,22 @@ Please refer to the `METplus use case documentation `_ for instructions on how to generate a Hovmoeller diagram. +Required Packages: +================== + +* metplotpy + +* netcdf4 1.5.6 + +* numpy 1.20.2 + +* pandas 1.2.3 + +* plotly 4.14.3 + +* scipy 1.5.3 + +* xarray 0.16.0 Example @@ -31,36 +47,76 @@ the `s2s METplus data tar file `_ in the directory *model_applications/s2s/UserScript_obsPrecip_obsOnly_Hovmoeller*. +Save this file in a directory where you have read and write permissions, such as +$WORKING_DIR/data/hovmoeller, where $WORKING_DIR is the path to the directory where you will save +input data. Configuration Files ___________________ -There is an example YAML config file located in -*$METPLOTPY_SOURCE/METplotpy/metplotpy/plots/config/hovmoeller.yaml* +There is a YAML config file located in +*$METPLOTPY_BASE/metplotpy/plots/config/hovmoeller_defaults.yaml* + +.. literalinclude:: ../../metplotpy/plots/config/hovmoeller_defaults.yaml + +*$METPLOTPY_BASE* is the directory where the METplotpy code is saved: + +e.g. + +*/usr/path/to/METplotpy* if the source code was cloned or forked from the Github repository + +or + +*/usr/path/to/METplotpy-x.y.z* if the source code was downloaded as a zip or gzip'd tar file from the Release link of +the Github repository. The *x.y.z* is the release number. + Run from the Command Line ========================= -An example Hovmoeller plot can be generated by running -**hovmoeller.py** on a command line +To generate the example Hovmoeller plot (i.e. using settings in the +**hovmoeller_defaults.yaml** configuration file) perform the following: + +* If using the conda environment, verify the conda environment + is running and has has the required Python packages specified in the + **Required Packages** section above. + +* Set the METPLOTPY_BASE environment variable to point to + *$METPLOTPY_BASE*. where $METPLOTPY_BASE is the directory where you saved the + METplotpy source code (e.g. /home/someuser/METplotpy). + + For the ksh environment: + + .. code-block:: ini + + export METPLOTPY_BASE=$METPLOTPY_BASE + + For the csh environment: + + .. code-block:: ini + + setenv METPLOTPY_BASE $METPLOTPY_BASE + +* Run the following on the command line: .. code-block:: ini - python hovmoeller.py + python $METPLOTPY_BASE/metplotpy/plots/hovmoeller/hovmoeller.py --datadir $WORKING_DIR/data/hovmoeller --input precip.erai.sfc.1p0.2x.2014-2016.nc -Required Packages: -================== +where $METPLOTPY_BASE is the directory where you are storing the METplotpy source code and $WORKING_DIR is the +directory where you have read and write permissions and where you are storing all your input data and where you +copied the default config file. 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The data is text output from MET in -columnar format. +*$METPLOTPY_BASE* is the directory where the METplotpy code is saved: + +e.g. + +*/usr/path/to/METplotpy* if the source code was cloned or forked from the Github repository + +or + +*/usr/path/to/METplotpy-x.y.z* if the source code was downloaded as a zip or gzip'd tar file from the Release link of +the Github repository. The *x.y.z* is the release number. Configuration Files @@ -40,10 +48,10 @@ It is commonly used for configuration files and in applications where data is being stored or transmitted. Two configuration files are required. The first is a default configuration file, **line_defaults.yaml**, which is found in the -*$METPLOTPY_SOURCE/METplotpy/metplotpy/plots/config* directory. All default +*$METPLOTPY_BASE/metplotpy/plots/config* directory. All default configuration files are located in the -*$METPLOTPY_SOURCE/METplotpy/metplotpy/plots/config* directory. -*$METPLOTPY_SOURCE* is the user-specified directory where the +*$METPLOTPY_BASE/metplotpy/plots/config* directory. +*$METPLOTPY_BASE* is base directory where the METplotpy source code has been saved. **Default configuration files are automatically loaded by the plotting code and do not need to be explicitly specified when generating a plot**. @@ -79,20 +87,22 @@ file, an empty custom configuration file can be specified instead. .. literalinclude:: ../../test/line/custom_line.yaml + Copy this custom config file from the directory where the source code was saved to the working directory: .. code-block:: ini - cp $METPLOTPY_SOURCE/METplotpy/test/line/custom_line.yaml $WORKING_DIR/custom_line.yaml + cp $METPLOTPY_BASE/test/line/custom_line.yaml $WORKING_DIR/custom_line.yaml + Modify the *stat_input* setting in the -*$METPLOTPY_SOURCE/METplotpy/test/line/custom_line.yaml* file to -explicitly point to the *$METPLOTPY_SOURCE/METplotpy/test/line* +*$METPLOTPY_BASE/test/line/custom_line.yaml* file to +explicitly point to the *$METPLOTPY_BASE/test/line* directory (where the custom config files and sample data reside). Replace the relative path *./line.data* with the full path -*$METPLOTPY_SOURCE/METplotpy/test/line/line.data* -(including replacing *$METPLOTPY_SOURCE* with the full path to the METplotpy +*$METPLOTPY_BASE/test/line/line.data* +(including replacing *$METPLOTPY_BASE* with the full path to the METplotpy installation on the system). Modify the *plot_filename* setting to point to the output path where the plot will be saved, including the name of the plot. @@ -103,13 +113,13 @@ For example: *plot_filename: /username/working_dir/output_plots/line.png* -This is where */username/myworkspace/* is *$METPLOTPY_SOURCE* and -*/username/working_dir* is *$WORKING_DIR*. Make sure that the +This is where */username/myworkspace/METplotpy* corresponds to *$METPLOTPY_BASE* and +*/username/working_dir* corresponds to *$WORKING_DIR*. Make sure that the *$WORKING_DIR* directory that is specified exists and has the appropriate read and write permissions. The path listed for *plot_filename* may be -changed to the output directory of one's choosing. If this is not set, +changed to the output directory of one's choosing. If this is not set, then the *plot_filename* setting specified in the -*$METPLOTPY_SOURCE/METplotpy/metplotpy/plots/config/line_defaults.yaml* +*$METPLOTPY_BASE/metplotpy/plots/config/line_defaults.yaml* configuration file will be used. To save the intermediate **.points1** file (used by METviewer and is useful @@ -143,21 +153,23 @@ Otherwise the user will need to specify a *plot_filename* in the .. literalinclude:: ../../test/line/minimal_line.yaml + Copy this file to the working directory: .. code-block:: ini - cp $METPLOTPY_SOURCE/METplotpy/test/line/minimal_line.yaml $WORKING_DIR/minimal_line.yaml + cp $METPLOTPY_BASE/test/line/minimal_line.yaml $WORKING_DIR/minimal_line.yaml + Add the *stat_input* (input data) and *plot_filename* (output file/plot path) settings to the **$WORKING_DIR/minimal_line.yaml** file (anywhere below the comment block). The *stat_input* setting explicitly indicates where the sample data and custom configuration files are located. Set the *stat_input* to -*$METPLOTPY_SOURCE/METplotpy/test/line/line.data* and set the +*$METPLOTPY_BASE/test/line/line.data* and set the *plot_filename* to *$WORKING_DIR/output_plots/line_default.png*: -*stat_input: $METPLOTPY_SOURCE/METplotpy/test/line/line.data* +*stat_input: $METPLOTPY_BASE/test/line/line.data* *plot_filename: $WORKING_DIR/output_plots/line_default.png* @@ -190,22 +202,21 @@ To generate the above plot using the **line_defaults.yaml** and outlined in the requirements section. * Set the METPLOTPY_BASE environment variable to point to - *$METPLOTPY_SOURCE/METplotpy/metplotpy*. + *$METPLOTPY_BASE*. For the ksh environment: .. code-block:: ini - export METPLOTPY_BASE=$METPLOTPY_SOURCE/METplotpy/metplotpy + export METPLOTPY_BASE=$METPLOTPY_BASE For the csh environment: .. code-block:: ini - setenv METPLOTPY_BASE $METPLOTPY_SOURCE/METplotpy/metplotpy + setenv METPLOTPY_BASE $METPLOTPY_BASE - Replacing the *$METPLOTPY_SOURCE* with the directory where the METplotpy - source code was saved. + Recall that *$METPLOTPY_BASE* is the directory path indicating where the METplotpy source code was saved. To generate the above **"custom"** plot (i.e using some custom configuration settings), use the custom configuration file, @@ -215,7 +226,7 @@ To generate the above plot using the **line_defaults.yaml** and .. code-block:: ini - python $METPLOTPY_SOURCE/METplotpy/metplotpy/plots/line/line.py $WORKING_DIR/custom_line.yaml + python $METPLOTPY_BASE/metplotpy/plots/line/line.py $WORKING_DIR/custom_line.yaml * A **line.png** output file will be created in the directory specified in @@ -230,7 +241,8 @@ To generate the above plot using the **line_defaults.yaml** and .. code-block:: ini - python $METPLOTPY_SOURCE/METplotpy/metplotpy/plots/line/line.py $WORKING_DIR/minimal_line.yaml + python $METPLOTPY_BASE/metplotpy/plots/line/line.py $WORKING_DIR/minimal_line.yaml + * A **line_default.png** output file will be created in the directory specified in the *plot_filename* configuration setting diff --git a/docs/Users_Guide/obs_ice_north.png b/docs/Users_Guide/obs_ice_north.png new file mode 100644 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The sample data used to create these plots is available in the METplotpy repository, where the performance diagram scripts are located: -*$METPLOTPY_SOURCE/METplotpy/test/performance_diagram/plot_20200317_151252.data* +*$METPLOTPY_BASE/test/performance_diagram/plot_20200317_151252.data* + +*$METPLOTPY_BASE* is the directory where the METplotpy code is saved: + +e.g. + +*/usr/path/to/METplotpy* if the source code was cloned or forked from the Github repository + +or + +*/usr/path/to/METplotpy-x.y.z* if the source code was downloaded as a zip or gzip'd tar file from the Release link of +the Github repository. The *x.y.z* is the release number. + + -*$METPLOTPY_SOURCE* is the directory where the METplotpy code is saved. -The data is text output from MET in columnar format. Configuration Files ___________________ @@ -52,11 +64,11 @@ configuration files and in applications where data is being stored or transmitted. Two configuration files are required. The first is a default configuration file, **performance_diagram_defaults.yaml**, which is found in the -*$METPLOTPY_SOURCE/METplotpy/metplotpy/plots/config* directory. -*$METPLOTPY_SOURCE* indicates the directory where the METplotpy +*$METPLOTPY_BASE/metplotpy/plots/config* directory. +*$METPLOTPY_BASE* indicates the directory where the METplotpy source code has been saved. All default configuration files are located in the -*$METPLOTPY_SOURCE/METplotpy/metplotpy/plots/config* directory. +*$METPLOTPY_BASE/metplotpy/plots/config* directory. **Default configuration files are automatically loaded by the plotting code and do not need to be explicitly specified when generating a plot**. @@ -98,16 +110,18 @@ code was saved to the working directory: .. code-block:: ini - cp $METPLOTPY_SOURCE/METplotpy/test/performance_diagram/custom_performance_diagram.yaml $WORKING_DIR/custom_performance_diagram.yaml + cp $METPLOTPY_BASE/test/performance_diagram/custom_performance_diagram.yaml $WORKING_DIR/custom_performance_diagram.yaml Modify the *stat_input* setting in the -*$METPLOTPY_SOURCE/METplotpy/test/performance_diagram/custom_performance_diagram.yaml* +*$METPLOTPY_BASE/test/performance_diagram/custom_performance_diagram.yaml* file to explicitly point to the -*$METPLOTPY_SOURCE/METplotpy/test/performance_diagram/performance_diagram* +*$METPLOTPY_BASE/test/performance_diagram/performance_diagram* directory (where the custom config files and sample data reside). Replace the relative path *./plot_20200317_151252.data* with the full path -*$METPLOTPY_SOURCE/METplotpy/test/performance_diagram/plot_20200317_151252.data*. +*$METPLOTPY_BASE/test/performance_diagram/plot_20200317_151252.data* +(including replacing *$METPLOTPY_BASE* with the full path to the METplotpy +installation on the system). Modify the *plot_filename* setting to point to the output path where the plot will be saved, including the name of the plot. @@ -117,14 +131,14 @@ For example: *plot_filename: /username/working_dir/output_plots/performance_diagram_custom.png* -This is where */username/myworkspace/* is $METPLOTPY_SOURCE and +This is where */username/myworkspace/METplotpy* is $METPLOTPY_BASE and */username/working_dir* is $WORKING_DIR. Make sure that the $WORKING_DIR directory that is specified exists and has the appropriate read and write permissions. The path listed for *plot_filename* may be changed to the output directory of one’s choosing. If this is not set, then the *plot_filename* setting specified in the -*$METPLOTPY_SOURCE/METplotpy/metplotpy/plots/config/performance_diagram_defaults.yaml* +*$METPLOTPY_BASE/metplotpy/plots/config/performance_diagram_defaults.yaml* configuration file will be used. To save the intermediate **.points1** file (used by METviewer and useful @@ -163,7 +177,7 @@ Copy this file to the working directory: .. code-block:: ini - cp $METPLOTPY_SOURCE/METplotpy/test/performance_diagram/minimal_performance_diagram.yaml $WORKING_DIR/minimal_performance_diagram.yaml + cp $METPLOTPY_BASE/test/performance_diagram/minimal_performance_diagram.yaml $WORKING_DIR/minimal_performance_diagram.yaml Add the *stat_input* (input data) and *plot_filename* (output file/plot path) settings to the @@ -171,16 +185,18 @@ Add the *stat_input* (input data) and *plot_filename* file (anywhere below the comment block). The *stat_input* setting explicitly indicates where the sample data and custom configuration files are located. Set the *stat_input* to -*$METPLOTPY_SOURCE/METplotpy/test/performance_diagram/plot_20200317_151252.data* and set the +*$METPLOTPY_BASE/test/performance_diagram/plot_20200317_151252.data* and set the *plot_filename* to *$WORKING_DIR/output_plots/performance_diagram_default.png*: -*stat_input: $METPLOTPY_SOURCE/METplotpy/test/performance_diagram/plot_20200317_151252.data* +*stat_input: $METPLOTPY_BASE/test/performance_diagram/plot_20200317_151252.data* *plot_filename: $WORKING_DIR/output_plots/performance_diagram_default.png* *$WORKING_DIR* is the working directory where all of the custom configuration files are being saved. +Replace *$METPLOTPY_BASE* with the full path to the METplotpy +installation on the system. **NOTE**: The *plot_filename* (output directory) may be specified to a directory other than the *$WORKING_DIR/output_plots*, as long as it is an existing directory where the author has read and write permissions. @@ -212,28 +228,28 @@ perform the following: `_ * Set the METPLOTPY_BASE environment variable to point to - *$METPLOTPY_SOURCE/METplotpy/metplotpy*. + *$METPLOTPY_BASE*. For the ksh environment: .. code-block:: ini - export METPLOTPY_BASE=$METPLOTPY_SOURCE/METplotpy/metplotpy + export METPLOTPY_BASE=$METPLOTPY_BASE For the csh environment: .. code-block:: ini - setenv METPLOTPY_BASE $METPLOTPY_SOURCE/METplotpy/metplotpy + setenv METPLOTPY_BASE $METPLOTPY_BASE - Replacing the $METPLOTPY_SOURCE with the directory where the + Replacing the $METPLOTPY_BASE with the directory where the METplotpy source code was saved. * Run the following on the command line: .. code-block:: ini - python $METPLOTPY_SOURCE/METplotpy/metplotpy/plots/performance_diagram/performance_diagram.py $WORKING_DIR/minimal_performance_diagram.yaml + python $METPLOTPY_BASE/metplotpy/plots/performance_diagram/performance_diagram.py $WORKING_DIR/minimal_performance_diagram.yaml This will create a PNG file, **performance_diagram_default.png**, in the directory that was specified in the *plot_filename* @@ -246,7 +262,7 @@ perform the following: .. code-block:: ini - python $METPLOTPY_SOURCE/METplotpy/metplotpy/plots/performance_diagram/performance_diagram.py $WORKING_DIR/custom_performance_diagram.yaml + python $METPLOTPY_BASE/metplotpy/plots/performance_diagram/performance_diagram.py $WORKING_DIR/custom_performance_diagram.yaml .. image:: performance_diagram_custom.png diff --git a/docs/Users_Guide/polar_plot.rst b/docs/Users_Guide/polar_plot.rst new file mode 100644 index 00000000..768443c1 --- /dev/null +++ b/docs/Users_Guide/polar_plot.rst @@ -0,0 +1,138 @@ +************** +Polar Ice Plot +************** + +Description +=========== +A Polar Ice plot is a 2D plot using a polar stereographic projection. +There is a specific example found in the polar_ice_plot which plots +sea ice area averages + +To generate the polar_ice_plot edit the polar_ice.yaml and have your input +file point to either the example or one of your choosing and then run +python polar_ice_plot.py + +Required Packages: +================== + +* metplotpy + +* netcdf4 1.5.6 + +* numpy 1.20.2 + +* pandas 1.2.3 + +* scipy 1.5.3 + +* xarray 0.16.0 + +* cartopy 0.18.0 + +* matplotlib 3.3.0 + +* pyproj 2.4.2 + +* pyresample 2.1.3 + +* pillow 8.3.1 + + +Example +======= + +Sample Data +___________ + +The sample data used to create an example Polar Ice plot is available in +the `marine_coastal METplus data tar file +`_ in the directory +*model_applications/marine_coastal/GridStat_fcstRTOFS_obsOSTIA_iceCover/grid_stat_north_000000L_20210305_120000V_pairs.nc.* + +Save this file in a directory where you have read and write permissions, such as +$WORKING_DIR/data/polar_plot, where $WORKING_DIR is the path to your data directory. + + + +Configuration Files +___________________ + +There is a YAML config file located in +*$METPLOTPY_BASE/metplotpy/plots/config/polar_ice.yaml* + +*$METPLOTPY_BASE* is the directory where the METplotpy code is saved: + +e.g. + +*/usr/path/to/METplotpy* if the source code was cloned or forked from the Github repository + +or + +*/usr/path/to/METplotpy-x.y.z* if the source code was downloaded as a zip or gzip'd tar file from the Release link of +the Github repository. The *x.y.z* is the release number. + +Copy this configuration file from where you saved the METplotpy source code to your working directory: + +.. code-block:: ini + + cp $METPLOTPY_BASE/metplotpy/plots/config/polar_ice.yaml $WORKING_DIR/polar_ice.yaml + +$METPLOTPY_BASE is the directory where you saved the METplotpy code, and $WORKING_DIR is the directory where you +have read and write permissions. + +Modify *input_file* setting in the $WORKING_DIR/polar_ice.yaml config file to point to the directory +where you saved your sample data from above: + +e.g. + +replace *input_file: "~/grid_stat_north_000000L_20210305_120000V_pairs.nc"* +with *input_file: "/path/to/data/grid_stat_north_000000L_20210305_120000V_pairs.nc"* + +Where *"/path/to/data"* is the full path to the directory where you saved the grid_stat_north_000000L_20210305_120000V_pairs.nc +sample data. + + +Run from the Command Line +========================= + +To generate the example Polar Ice plot (i.e. using settings in the +**polar_ice.yaml** configuration file) perform the following: + +* If using the conda environment, verify the conda environment + is running and has has the required Python packages specified in the + **Required Packages** section above. + +* Set the METPLOTPY_BASE environment variable to point to + *$METPLOTPY_BASE*. where $METPLOTPY_BASE is the directory where you saved the + METplotpy source code (e.g. /home/someuser). + + For the ksh environment: + + .. code-block:: ini + + export METPLOTPY_BASE=$METPLOTPY_BASE + + For the csh environment: + + .. code-block:: ini + + setenv METPLOTPY_BASE $METPLOTPY_BASE + +* Run the following on the command line (from your $WORKING_DIR): + +.. code-block:: ini + + cd $WORKING_DIR + python $METPLOTPY_BASE/metplotpy/plots/polar_plot/polar_ice_plot.py + +where $METPLOTPY_BASE is the directory where you are storing the METplotpy source code and $WORKING_DIR is the +directory where you have read and write permissions and where you are storing all your input data and where you +copied the config file. 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The sample data used to create an example reliability diagram is available in the METplotpy repository, where the reliability diagram code is located: -*$METPLOTPY_SOURCE/METplotpy/metplotpy/test/reliability_diagram/plot_20210311_145053.data* +*$METPLOTPY_BASE/metplotpy/test/reliability_diagram/plot_20210311_145053.data* + +*$METPLOTPY_BASE* is the directory where the METplotpy code is saved: + +e.g. + +*/usr/path/to/METplotpy* if the source code was cloned or forked from the Github repository + +or + +*/usr/path/to/METplotpy-x.y.z* if the source code was downloaded as a zip or gzip'd tar file from the Release link of +the Github repository. The *x.y.z* is the release number. -*$METPLOTPY_SOURCE* is the directory where the METplotpy code is saved. -The data is text output from MET in columnar format. Configuration Files @@ -36,10 +46,10 @@ language". It is commonly used for configuration files and in applications where data is being stored or transmitted. Two configuration files are required. The first is a default configuration file, **reliability_defaults.yaml**, which is found in the -*$METPLOTPY_SOURCE/METplotpy/metplotpy/plots/config* directory. All default +*$METPLOTPY_BASE/metplotpy/plots/config* directory. All default configuration files are located in the -*$METPLOTPY_SOURCE/METplotpy/metplotpy/plots/config* directory. -**Note**: *$METPLOTPY_SOURCE* is the user-specified directory where the +*$METPLOTPY_BASE/metplotpy/plots/config* directory. +**Note**: *$METPLOTPY_BASE* is the user-specified directory where the METplotpy source code has been saved. **Default configuration files are automatically loaded by the plotting code and do not need to be explicitly specified when generating a plot** @@ -79,16 +89,18 @@ was saved to the working directory: .. code-block:: ini - cp $METPLOTPY_SOURCE/METplotpy/test/reliability_diagram/custom_reliability_diagram.yaml $WORKING_DIR/custom_reliability_diagram.yaml + cp $METPLOTPY_BASE/test/reliability_diagram/custom_reliability_diagram.yaml $WORKING_DIR/custom_reliability_diagram.yaml Modify the *stat_input* setting in the -*$METPLOTPY_SOURCE/METplotpy/test/reliability_diagram/custom_reliability_diagram.yaml* +*$METPLOTPY_BASE/test/reliability_diagram/custom_reliability_diagram.yaml* file to explicitly point to the -*$METPLOTPY_SOURCE/METplotpy/test/reliability_diagram/reliability_diagram* +*$METPLOTPY_BASE/test/reliability_diagram/reliability_diagram* directory (where the custom config files and sample data reside). Replace the relative path *./plot_20210311_145053.data* with the full path -*$WORKING_DIR/METplotpy/test/reliability_diagram/plot_20210311_145053.data*. +*$WORKING_DIR/METplotpy/test/reliability_diagram/plot_20210311_145053.data* +(including replacing *$METPLOTPY_BASE* with the full path to the METplotpy +installation on the system). Modify the *plot_filename* setting to point to the output path where the plot will be saved, including the name of the plot. @@ -98,13 +110,13 @@ For example: *plot_filename: /username/working_dir/output_plots/reliability_diagram_custom.png* -This is where */username/myworkspace/* is *$METPLOTPY_SOURCE* and +This is where */username/myworkspace/METplotpy* is *$METPLOTPY_BASE* and */username/working_dir* is *$WORKING_DIR*. Make sure that the *$WORKING_DIR* directory that is specified exists and has the appropriate read and write permissions. The path listed for *plot_filename* may be changed to the output directory of one's choosing. If this is not set, then the *plot_filename* setting specified in the -*$METPLOTPY_SOURCE/METplotpy/metplotpy/plots/config/reliability_diagram_defaults.yaml* +*$METPLOTPY_BASE/metplotpy/plots/config/reliability_diagram_defaults.yaml* configuration file will be used. To save the intermediate **.points1** file (used by METviewer and useful @@ -142,7 +154,7 @@ Copy this file to the working directory: .. code-block:: ini - cp $METPLOTPY_SOURCE/METplotpy/test/reliability_diagram/minimal_reliability_diagram.yaml $WORKING_DIR/minimal_reliability_diagram.yaml + cp $METPLOTPY_BASE/test/reliability_diagram/minimal_reliability_diagram.yaml $WORKING_DIR/minimal_reliability_diagram.yaml Add the *stat_input* (input data) and *plot_filename* (output file/plot) settings to the *$WORKING_DIR/minimal_reliability_diagram.yaml* @@ -151,11 +163,11 @@ explicitly indicates where the sample data and custom configuration files are located. Set the *stat_input* to -*$METPLOTPY_SOURCE/METplotpy/test/reliability_diagram/plot_20210311_145053.data* +*$METPLOTPY_BASE/test/reliability_diagram/plot_20210311_145053.data* and set the *plot_filename* to *$WORKING_DIR/output_plots/reliability_diagram_default.png*: -*stat_input: $METPLOTPY_SOURCE/METplotpy/test/reliability_diagram/plot_20210311_145053.data* +*stat_input: $METPLOTPY_BASE/test/reliability_diagram/plot_20210311_145053.data* *plot_filename: $WORKING_DIR/output_plots/reliability_diagram_default.png* @@ -188,7 +200,7 @@ the **reliability_defaults.yaml** configuration file looks like the following: .. image:: default_reliability_diagram.png -To generate the above plot, use the **reliability_defaults.yaml** file, +To generate the above plot, use the **reliability_defaults.yaml** file, the "empty" custom configuration file and the **custom_reliability_use_defaults.yaml** config file. @@ -199,7 +211,7 @@ Perform the following: .. code-block:: ini - cd $METPLOTPY_SOURCE + cd $METPLOTPY_BASE git clone https://github.com/dtcenter/METplotpy * If using the conda environment, verify the conda environment is @@ -208,28 +220,28 @@ Perform the following: `_. * Set the METPLOTPY_BASE environment variable to point to - *$METPLOTPY_SOURCE/METplotpy/metplotpy*. + *$METPLOTPY_BASE*. For the ksh environment: .. code-block:: ini - export METPLOTPY_BASE=$METPLOTPY_SOURCE/METplotpy/metplotpy + export METPLOTPY_BASE=$METPLOTPY_BASE For the csh environment: .. code-block:: ini - setenv METPLOTPY_BASE $METPLOTPY_SOURCE/METplotpy/metplotpy + setenv METPLOTPY_BASE $METPLOTPY_BASE - Replacing the *$METPLOTPY_SOURCE* with the directory where the + Replacing the *$METPLOTPY_BASE* with the directory where the METplotpy source code was saved. * Enter the following command: .. code-block:: ini - python $METPLOTPY_SOURCE/METplotpy/metplotpy/plots/reliability_diagram/reliability.py $WORKING_DIR/custom_reliability_use_defaults.yaml + python $METPLOTPY_BASE/metplotpy/plots/reliability_diagram/reliability.py $WORKING_DIR/custom_reliability_use_defaults.yaml * A **default_reliability_diagram.png** output file will be created in the directory specified in the *plot_filename* configuration setting @@ -245,7 +257,7 @@ Perform the following: .. code-block:: ini - python $METPLOTPY_SOURCE/METplotpy/metplotpy/plots/reliability_diagram/reliability.py $WORKING_DIR/custom_reliability_diagram.yaml + python $METPLOTPY_BASE/metplotpy/plots/reliability_diagram/reliability.py $WORKING_DIR/custom_reliability_diagram.yaml In this example, this custom config file changes the color of the boxes. diff --git a/docs/Users_Guide/roc_diagram.rst b/docs/Users_Guide/roc_diagram.rst index 782faaac..84f5f6eb 100644 --- a/docs/Users_Guide/roc_diagram.rst +++ b/docs/Users_Guide/roc_diagram.rst @@ -25,10 +25,20 @@ Sample data used to create an example ROC diagram is available in the METplotpy repository, where the ROC diagram code is located: -*$METPLOTPY_SOURCE/METplotpy/test/roc_diagram/plot_20200507_074426.data* +*$METPLOTPY_BASE/test/roc_diagram/plot_20200507_074426.data* + +*$METPLOTPY_BASE* is the directory where the METplotpy source code +is installed. (e.g. */username/myworkspace*): + +e.g. + +*/usr/path/to/METplotpy* if the source code was cloned or forked from the Github repository + +or + +*/usr/path/to/METplotpy-x.y.z* if the source code was downloaded as a zip or gzip'd tar file from the Release link of +the Github repository. The *x.y.z* is the release number. -*$METPLOTPY_SOURCE* is the directory where the METplotpy source code -is installed. (e.g. */username/myworkspace*). Configuration Files ___________________ @@ -42,9 +52,9 @@ language". It is commonly used for configuration files and in applications where data is being stored or transmitted. Two configuration files are required. The first is a default configuration file, the first is a default configuration file, **roc_diagram_defaults.yaml** that is found in the -*$METPLOTPY_SOURCE/METplotpy/metplotpy/plots/config* directory. All default +*$METPLOTPY_BASE/metplotpy/plots/config* directory. All default configuration files are located in the -*$METPLOTPY_SOURCE/METplotpy/metplotpy/plots/config* +*$METPLOTPY_BASE/metplotpy/plots/config* directory. **Default configuration files are automatically loaded by the plotting code and do not need to be explicitly specified when generating a plot**. @@ -85,16 +95,18 @@ was saved to the working directory: .. code-block:: ini - cp $METPLOTPY_SOURCE/METplotpy/test/roc_diagram/custom_roc_diagram.yaml $WORKING_DIR/custom_roc_diagram.yaml + cp $METPLOTPY_BASE/test/roc_diagram/custom_roc_diagram.yaml $WORKING_DIR/custom_roc_diagram.yaml Modify the *stat_input* setting in the -*$METPLOTPY_SOURCE/METplotpy/test/roc_diagram/custom_roc_diagram.yaml* +*$METPLOTPY_BASE/test/roc_diagram/custom_roc_diagram.yaml* file to explicitly point to the -*$METPLOTPY_SOURCE/METplotpy/test/roc_diagram* directory (where the +*$METPLOTPY_BASE/test/roc_diagram* directory (where the custom config files and sample data reside). Replace the relative path *./plot_20200507_074426.data* with the full path -*$METPLOTPY_SOURCE/METplotpy/test/roc_diagram/plot_20200507_074426.data*. +*$METPLOTPY_BASE/test/roc_diagram/plot_20200507_074426.data* +(including replacing *$METPLOTPY_BASE* with the full path to the METplotpy +installation on the system). Modify the *plot_filename* setting to point to the output path where the plot will be saved, including the name of the plot. @@ -104,13 +116,13 @@ For example: *plot_filename: /username/working_dir/output_plots/roc_diagram_custom.png* -This is where */username/myworkspace/* is *$METPLOTPY_SOURCE* and +This is where */username/myworkspace/METplotpy* is *$METPLOTPY_BASE* and */username/working_dir* is *$WORKING_DIR*. Make sure that the *$WORKING_DIR* directory that is specified exists and has the appropriate read and write permissions.The path listed for *plot_filename* may be changed to the output directory of one’s choosing. If this is not set, then the *plot_filename* setting specified in the -*$METPLOTPY_SOURCE/METplotpy/metplotpy/plots/config/roc_diagram_defaults.yaml* +*$METPLOTPY_BASE/metplotpy/plots/config/roc_diagram_defaults.yaml* configuration file will be used. To save the intermediate **.points1** file (used by METviewer and useful @@ -149,7 +161,7 @@ Copy this file to the working directory: .. code-block:: ini - cp $METPLOTPY_SOURCE/METplotpy/test/roc_diagram/minimal_roc_diagram.yaml $WORKING_DIR/minimal_roc_diagram.yaml + cp $METPLOTPY_BASE/test/roc_diagram/minimal_roc_diagram.yaml $WORKING_DIR/minimal_roc_diagram.yaml Add the *stat_input* (input data) and *plot_filename* (output file/plot path) settings to the @@ -157,16 +169,18 @@ Add the *stat_input* (input data) and *plot_filename* comment block). The *stat_input* setting explicitly indicates where the sample data and custom configuration files are located. Set the *stat_input* to -*$METPLOTPY_SOURCE/METplotpy/test/roc_diagram/plot_20200507_074426.data* +*$METPLOTPY_BASE/test/roc_diagram/plot_20200507_074426.data* and set the *plot_filename* to *$WORKING_DIR/output_plots/roc_diagram_default.png*: -*stat_input: $METPLOTPY_SOURCE/METplotpy/test/roc_diagram/plot_20200507_074426.data* +*stat_input: $METPLOTPY_BASE/test/roc_diagram/plot_20200507_074426.data* *plot_filename: $WORKING_DIR/output_plots/roc_diagram_default.png* *$WORKING_DIR* is the working directory where all the custom -configuration files are being saved. **NOTE**: To specify the +configuration files are being saved +(including replacing *$METPLOTPY_BASE* with the full path to the METplotpy +installation on the system). **NOTE**: To specify the *plot_filename* (output directory) to a directory other than the *$WORKING_DIR/output_plots*, this can be done as long as it is an existing directory where the user has read and write permissions. @@ -205,21 +219,21 @@ Perform the following: * Set the METPLOTPY_BASE environment variable to point to - *$METPLOTPY_SOURCE/METplotpy/metplotpy* + *$METPLOTPY_BASE* For the ksh environment: .. code-block:: ini - export METPLOTPY_BASE=$METPLOTPY_SOURCE/METplotpy/metplotpy + export METPLOTPY_BASE=$METPLOTPY_BASE For the csh environment: .. code-block:: ini - setenv METPLOTPY_BASE $METPLOTPY_SOURCE/METplotpy/metplotpy + setenv METPLOTPY_BASE $METPLOTPY_BASE - Replacing the $METPLOTPY_SOURCE with the directory where the + Replacing the $METPLOTPY_BASE with the directory where the METplotpy source code was saved. @@ -231,7 +245,7 @@ Perform the following: .. code-block:: ini - python $METPLOTPY_SOURCE/METplotpy/metplotpy/plots/roc_diagram/roc_diagram.py $WORKING_DIR/minimal_roc_diagram.yaml + python $METPLOTPY_BASE/metplotpy/plots/roc_diagram/roc_diagram.py $WORKING_DIR/minimal_roc_diagram.yaml * A **roc_diagram_default.png** output file will be created in the @@ -247,7 +261,7 @@ Perform the following: .. code-block:: ini - python $METPLOTPY_SOURCE/METplotpy/metplotpy/plots/roc_diagram/roc_diagram.py $WORKING_DIR/custom_roc_diagram.yaml + python $METPLOTPY_BASE/metplotpy/plots/roc_diagram/roc_diagram.py $WORKING_DIR/custom_roc_diagram.yaml In this example, this custom config file changes the title and axis labels. The caption magnification, caption weight, and title offset diff --git a/docs/Users_Guide/stratosphere_diagnostics.rst b/docs/Users_Guide/stratosphere_diagnostics.rst index 74e83d68..06c55e1c 100644 --- a/docs/Users_Guide/stratosphere_diagnostics.rst +++ b/docs/Users_Guide/stratosphere_diagnostics.rst @@ -108,13 +108,13 @@ where data is being stored or transmitted. .. literalinclude:: ../../metplotpy/contributed/stratosphere_diagnostics/stratosphere_diagnostics.yaml -Copy the **stratosphere_diagnostics.yaml** file from your **$SOURCE_DIR** (where $SOURCE_DIR +Copy the **stratosphere_diagnostics.yaml** file from your **$METPLOTPY_BASE** (where $METPLOTPY_BASE is the directory where the METplotpy source code was saved) to your **$WORKING_DIR** (the directory where you have write and execute privileges): .. code-block:: ini - cp $METPLOTPY_SOURCE/METplotpy/metplotpy/contributed/stratosphere_diagnostics/stratosphere_diagnostics.yaml $WORKING_DIR/stratosphere_diagnostics.yaml + cp $METPLOTPY_BASE/metplotpy/contributed/stratosphere_diagnostics/stratosphere_diagnostics.yaml $WORKING_DIR/stratosphere_diagnostics.yaml Modify the *input_data_path* setting in the *$WORKING_DIR/stratosphere_diagnostics.yaml* by @@ -135,28 +135,28 @@ Perform the following: Python packages specified in the **Required Packages** section above. * Set the METPLOTPY_BASE environment variable to point to - *$METPLOTPY_SOURCE/METplotpy/metplotpy* + *$METPLOTPY_BASE* For the ksh environment: .. code-block:: ini - export METPLOTPY_BASE=$METPLOTPY_SOURCE/METplotpy/metplotpy + export METPLOTPY_BASE=$METPLOTPY_BASE For the csh environment: .. code-block:: ini - setenv METPLOTPY_BASE $METPLOTPY_SOURCE/METplotpy/metplotpy + setenv METPLOTPY_BASE $METPLOTPY_BASE - Replacing the $METPLOTPY_SOURCE with the directory where the + Replacing the $METPLOTPY_BASE with the directory where the METplotpy source code was saved. * Enter the following command: .. code-block:: ini - python 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