Note
Go to the end to download the full example code
UserScript: Make a Hovmoeller plot
model_applications/s2s/UserScript_obsPrecip_obsOnly_Hovmoeller.py
Scientific Objective
This use case calls the METplotpy hovmoeller plot to create a sample Hovmoeller diagram using sample data created by METcalcpy hovmoeller functions
The Hovmoeller plot and hovmoeller calculations where created by Maria Gehne at the Physical Sciences Labratory in NOAA
Version Added
METplus version 4.1
Datasets
METplus Components
This use case runs the UserScript wrapper tool to run a user provided script, in this case, hovmoeller.py.
It also requires the METcalcpy and METplotpy source code to generate the plot. Clone the METcalcpy repository (https://github.com/dtcenter/METcalcpy) and the METplotpy repository (https://github.com/dtcenter/METplotpy) under the same base directory as the METPLUS_BASE directory so that the METplotpy, METcalcpy, and METplotpy directories are under the same base directory (i.e. if the METPLUS_BASE directory is /home/username/working/METplus, then clone the METcalcpy and METplotpy source code into the /home/username/working directory).
METplus Workflow
This use case does not loop but plots the entire time period of data
This uses data from 2016-01-01 to 2016-03-31
METplus Configuration
METplus first loads all of the configuration files found in parm/metplus_config, then it loads any configuration files passed to METplus via the command line parm/use_cases/model_applications/s2s/UserScript_obsPrecip_obsOnly_Hovmoeller.conf
[config]
# Documentation for this use case can be found at
# https://metplus.readthedocs.io/en/latest/generated/model_applications/s2s/UserScript_obsPrecip_obsOnly_Hovmoeller.html
# For additional information, please see the METplus Users Guide.
# https://metplus.readthedocs.io/en/latest/Users_Guide
###
# Processes to run
# https://metplus.readthedocs.io/en/latest/Users_Guide/systemconfiguration.html#process-list
###
PROCESS_LIST = UserScript
###
# Time Info
# LOOP_BY options are INIT, VALID, RETRO, and REALTIME
# If set to INIT or RETRO:
# INIT_TIME_FMT, INIT_BEG, INIT_END, and INIT_INCREMENT must also be set
# If set to VALID or REALTIME:
# VALID_TIME_FMT, VALID_BEG, VALID_END, and VALID_INCREMENT must also be set
# LEAD_SEQ is the list of forecast leads to process
# https://metplus.readthedocs.io/en/latest/Users_Guide/systemconfiguration.html#timing-control
###
LOOP_BY = REALTIME
VALID_TIME_FMT = %Y
VALID_BEG = 2014
USER_SCRIPT_RUNTIME_FREQ = RUN_ONCE
###
# UserScript Settings
# https://metplus.readthedocs.io/en/latest/Users_Guide/wrappers.html#userscript
###
USER_SCRIPT_COMMAND = {PARM_BASE}/use_cases/model_applications/s2s/UserScript_obsPrecip_obsOnly_Hovmoeller/hovmoeller_diagram.py
[user_env_vars]
# Difficulty index specific variables
LOG_FILE = "Hovmoeller_diagram.log"
LOG_LEVEL = "INFO"
YAML_CONFIG_NAME = {PARM_BASE}/use_cases/model_applications/s2s/UserScript_obsPrecip_obsOnly_Hovmoeller/hovmoeller.yaml
INPUT_FILE_NAME = {INPUT_BASE}/model_applications/s2s/UserScript_obsPrecip_obsOnly_Hovmoeller/precip.erai.sfc.1p0.2x.2014-2016.nc
OUTPUT_DIR = {OUTPUT_BASE}/plots
MET Configuration
There are no MET tools used in this use case.
Python Embedding
There is no python embedding in this use case
Running METplus
This use case can be run two ways:
1) Passing in UserScript_obsPrecip_obsOnly_Hovmoeller.conf, then a user-specific system configuration file:
run_metplus.py \
/path/to/METplus/parm/use_cases/model_applications/s2s/UserScript_obsPrecip_obsOnly_Hovmoeller.conf \
/path/to/user_system.conf
Modifying the configurations in parm/metplus_config, then passing in UserScript_obsPrecip_obsOnly_Hovmoeller.conf:
run_metplus.py \ /path/to/METplus/parm/use_cases/model_applications/s2s/UserScript_obsPrecip_obsOnly_Hovmoeller.conf
The former method is recommended. Whether you add them to a user-specific configuration file or modify the metplus_config files, the following variables must be set correctly:
INPUT_BASE - Path to directory where sample data tarballs are unpacked (See Datasets section to obtain tarballs). This is not required to run METplus, but it is required to run the examples in parm/use_cases
OUTPUT_BASE - Path where METplus output will be written. This must be in a location where you have write permissions
MET_INSTALL_DIR - Path to location where MET is installed locally
and for the [exe] section, you will need to define the location of NON-MET executables. If the executable is in the user’s path, METplus will find it from the name. If the executable is not in the path, specify the full path to the executable here (i.e. RM = /bin/rm) The following executables are required for performing series analysis use cases:
Example User Configuration File:
[dir]
INPUT_BASE = /path/to/sample/input/data
OUTPUT_BASE = /path/to/output/dir
MET_INSTALL_DIR = /path/to/met-X.Y
[exe]
RM = /path/to/rm
CUT = /path/to/cut
TR = /path/to/tr
NCAP2 = /path/to/ncap2
CONVERT = /path/to/convert
NCDUMP = /path/to/ncdump
Expected Output
A successful run will output the following both to the screen and to the logfile:
INFO: METplus has successfully finished running.
Keywords
Note
UserScriptUseCase
S2SAppUseCase
METplotpyUseCase
Navigate to the METplus Quick Search for Use Cases page to discover other similar use cases.
sphinx_gallery_thumbnail_path = ‘_static/Hovmoeller_ERAIprecip_2016-01-01-2016-03-31.png’
Total running time of the script: (0 minutes 0.000 seconds)