Create and populate ensemble directory for UFS-based ATM DA (NOAA-EMC…

…#1801)

Adds scripting to stage ensemble files for use in hybrid variational and ensemble UFS-based atmospheric DA.

ush/python/pygfs/task/analysis.py

@@ -8,7 +8,8 @@
 from typing import List, Dict, Any, Union
 
 from wxflow import (parse_j2yaml, FileHandler, rm_p, logit,
-                    Task, Executable, WorkflowException)
+                    Task, Executable, WorkflowException, to_fv3time, to_YMD,
+                    Template, TemplateConstants)
 
 logger = getLogger(__name__.split('.')[-1])
 
@@ -200,6 +201,68 @@ def link_jediexe(self) -> None:
 
         return
 
+    @staticmethod
+    @logit(logger)
+    def get_fv3ens_dict(config: Dict[str, Any]) -> Dict[str, Any]:
+        """Compile a dictionary of ensemble member restarts to copy
+
+        This method constructs a dictionary of ensemble FV3 restart files (coupler, core, tracer)
+        that are needed for global atmens DA and returns said dictionary for use by the FileHandler class.
+
+        Parameters
+        ----------
+        config: Dict
+            a dictionary containing all of the configuration needed
+
+        Returns
+        ----------
+        ens_dict: Dict
+            a dictionary containing the list of ensemble member restart files to copy for FileHandler
+        """
+        # NOTE for now this is FV3 restart files and just assumed to be fh006
+
+        # define template
+        template_res = config.COM_ATMOS_RESTART_TMPL
+        prev_cycle = config.previous_cycle
+        tmpl_res_dict = {
+            'ROTDIR': config.ROTDIR,
+            'RUN': config.RUN,
+            'YMD': to_YMD(prev_cycle),
+            'HH': prev_cycle.strftime('%H'),
+            'MEMDIR': None
+        }
+
+        # construct ensemble member file list
+        dirlist = []
+        enslist = []
+        for imem in range(1, config.NMEM_ENS + 1):
+            memchar = f"mem{imem:03d}"
+
+            # create directory path for ensemble member restart
+            dirlist.append(os.path.join(config.DATA, config.dirname, f'mem{imem:03d}'))
+
+            # get FV3 restart files, this will be a lot simpler when using history files
+            tmpl_res_dict['MEMDIR'] = memchar
+            rst_dir = Template.substitute_structure(template_res, TemplateConstants.DOLLAR_CURLY_BRACE, tmpl_res_dict.get)
+            run_dir = os.path.join(config.DATA, config.dirname, memchar)
+
+            # atmens DA needs coupler
+            basename = f'{to_fv3time(config.current_cycle)}.coupler.res'
+            enslist.append([os.path.join(rst_dir, basename), os.path.join(config.DATA, config.dirname, memchar, basename)])
+
+            # atmens DA needs core, srf_wnd, tracer, phy_data, sfc_data
+            for ftype in ['fv_core.res', 'fv_srf_wnd.res', 'fv_tracer.res', 'phy_data', 'sfc_data']:
+                template = f'{to_fv3time(config.current_cycle)}.{ftype}.tile{{tilenum}}.nc'
+                for itile in range(1, config.ntiles + 1):
+                    basename = template.format(tilenum=itile)
+                    enslist.append([os.path.join(rst_dir, basename), os.path.join(run_dir, basename)])
+
+        ens_dict = {
+            'mkdir': dirlist,
+            'copy': enslist,
+        }
+        return ens_dict
+
     @staticmethod
     @logit(logger)
     def execute_jediexe(workdir: Union[str, os.PathLike], aprun_cmd: str, jedi_exec: str, jedi_yaml: str) -> None:

ush/python/pygfs/task/atm_analysis.py

@@ -82,11 +82,22 @@ def initialize(self: Analysis) -> None:
         jedi_fix_list = parse_j2yaml(jedi_fix_list_path, self.task_config)
         FileHandler(jedi_fix_list).sync()
 
-        # stage berror files
-        # copy static background error files, otherwise it will assume ID matrix
+        # stage static background error files, otherwise it will assume ID matrix
         logger.debug(f"Stage files for STATICB_TYPE {self.task_config.STATICB_TYPE}")
         FileHandler(self.get_berror_dict(self.task_config)).sync()
 
+        # stage ensemble files for use in hybrid background error
+        if self.task_config.DOHYBVAR:
+            logger.debug(f"Stage ensemble files for DOHYBVAR {self.task_config.DOHYBVAR}")
+            localconf = AttrDict()
+            keys = ['COM_ATMOS_RESTART_TMPL', 'previous_cycle', 'ROTDIR', 'RUN',
+                    'NMEM_ENS', 'DATA', 'current_cycle', 'ntiles']
+            for key in keys:
+                localconf[key] = self.task_config[key]
+            localconf.RUN = 'enkf' + self.task_config.RUN
+            localconf.dirname = 'ens'
+            FileHandler(self.get_fv3ens_dict(localconf)).sync()
+
         # stage backgrounds
         FileHandler(self.get_bkg_dict(AttrDict(self.task_config))).sync()
 

ush/python/pygfs/task/atmens_analysis.py

@@ -108,7 +108,14 @@ def initialize(self: Analysis) -> None:
         FileHandler(jedi_fix_list).sync()
 
         # stage backgrounds
-        FileHandler(self.get_bkg_dict()).sync()
+        logger.debug(f"Stage ensemble member background files")
+        localconf = AttrDict()
+        keys = ['COM_ATMOS_RESTART_TMPL', 'previous_cycle', 'ROTDIR', 'RUN',
+                'NMEM_ENS', 'DATA', 'current_cycle', 'ntiles']
+        for key in keys:
+            localconf[key] = self.task_config[key]
+        localconf.dirname = 'bkg'
+        FileHandler(self.get_fv3ens_dict(localconf)).sync()
 
         # generate ensemble da YAML file
         logger.debug(f"Generate ensemble da YAML file: {self.task_config.fv3jedi_yaml}")
@@ -286,62 +293,3 @@ def jedi2fv3inc(self: Analysis) -> None:
             cmd.add_default_arg(atminc_fv3)
             logger.debug(f"Executing {cmd}")
             cmd(output='stdout', error='stderr')
-
-    @logit(logger)
-    def get_bkg_dict(self: Analysis) -> Dict[str, List[str]]:
-        """Compile a dictionary of model background files to copy
-
-        This method constructs a dictionary of ensemble FV3 restart files (coupler, core, tracer)
-        that are needed for global atmens DA and returns said dictionary for use by the FileHandler class.
-
-        Parameters
-        ----------
-        None
-
-        Returns
-        ----------
-        bkg_dict: Dict
-            a dictionary containing the list of model background files to copy for FileHandler
-        """
-        # NOTE for now this is FV3 restart files and just assumed to be fh006
-        # loop over ensemble members
-        rstlist = []
-        bkglist = []
-
-        # get FV3 restart files, this will be a lot simpler when using history files
-        template_res = self.task_config.COM_ATMOS_RESTART_TMPL
-        tmpl_res_dict = {
-            'ROTDIR': self.task_config.ROTDIR,
-            'RUN': self.task_config.RUN,
-            'YMD': to_YMD(self.task_config.previous_cycle),
-            'HH': self.task_config.previous_cycle.strftime('%H'),
-            'MEMDIR': None
-        }
-
-        for imem in range(1, self.task_config.NMEM_ENS + 1):
-            memchar = f"mem{imem:03d}"
-
-            # get FV3 restart files, this will be a lot simpler when using history files
-            tmpl_res_dict['MEMDIR'] = memchar
-            rst_dir = Template.substitute_structure(template_res, TemplateConstants.DOLLAR_CURLY_BRACE, tmpl_res_dict.get)
-            rstlist.append(rst_dir)
-
-            run_dir = os.path.join(self.task_config.DATA, 'bkg', memchar)
-
-            # atmens DA needs coupler
-            basename = f'{to_fv3time(self.task_config.current_cycle)}.coupler.res'
-            bkglist.append([os.path.join(rst_dir, basename), os.path.join(self.task_config.DATA, 'bkg', memchar, basename)])
-
-            # atmens DA needs core, srf_wnd, tracer, phy_data, sfc_data
-            for ftype in ['fv_core.res', 'fv_srf_wnd.res', 'fv_tracer.res', 'phy_data', 'sfc_data']:
-                template = f'{to_fv3time(self.task_config.current_cycle)}.{ftype}.tile{{tilenum}}.nc'
-                for itile in range(1, self.task_config.ntiles + 1):
-                    basename = template.format(tilenum=itile)
-                    bkglist.append([os.path.join(rst_dir, basename), os.path.join(run_dir, basename)])
-
-        bkg_dict = {
-            'mkdir': rstlist,
-            'copy': bkglist,
-        }
-
-        return bkg_dict