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Commit 93867d32 authored by lkugler's avatar lkugler
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restart capability etc

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scheduler.py
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...@@ -8,7 +8,7 @@ import datetime as dt ...@@ -8,7 +8,7 @@ import datetime as dt
from slurmpy import Slurm from slurmpy import Slurm
from config.cfg import exp, cluster from config.cfg import exp, cluster
from scripts.utils import script_to_str, symlink from scripts.utils import script_to_str, symlink, copy
# allow scripts to access the configuration # allow scripts to access the configuration
...@@ -28,30 +28,29 @@ def my_Slurm(*args, cfg_update=dict(), **kwargs): ...@@ -28,30 +28,29 @@ def my_Slurm(*args, cfg_update=dict(), **kwargs):
log_dir=log_dir, scripts_dir=slurm_scripts_dir, **kwargs) log_dir=log_dir, scripts_dir=slurm_scripts_dir, **kwargs)
def backup_scripts(): def backup_scripts():
current = cluster.scriptsdir
main_a = cluster.scripts_rundir
# old_a = main_a+'/old/'
os.makedirs(cluster.archivedir, exist_ok=True) os.makedirs(cluster.archivedir, exist_ok=True)
# def func(a, b, method): # call method if not link or directory
# if os.path.islink(a) or os.path.isdir(a):
# pass
# else:
# method(a, b)
try: try:
shutil.copytree(cluster.scriptsdir, cluster.scripts_rundir) shutil.copytree(cluster.scriptsdir, cluster.scripts_rundir)
except FileExistsError: except FileExistsError:
pass pass
except: except:
raise raise
try:
copy(os.path.basename(__file__), cluster.scripts_rundir+'/')
except Exception as e:
warnings.warn(str(e))
def prepare_wrfinput(init_time): def prepare_WRFrundir(init_time):
"""Create WRF/run directories and wrfinput files """Create WRF/run directories and wrfinput files
""" """
s = my_Slurm("prep_wrfinput", cfg_update={"time": "10", "mail-type": "BEGIN"}) s = my_Slurm("prep_wrfrundir", cfg_update={"time": "5", "mail-type": "BEGIN"})
id = s.run(cluster.python+' '+cluster.scripts_rundir+'/prepare_wrfinput.py ' id = s.run(cluster.python+' '+cluster.scripts_rundir+'/prepare_wrfrundir.py '
+init_time.strftime('%Y-%m-%d_%H:%M')) +init_time.strftime('%Y-%m-%d_%H:%M'))
return id
def run_ideal(depends_on=None):
"""Run ideal for every ensemble member"""
cmd = """# run ideal.exe in parallel, then add geodata cmd = """# run ideal.exe in parallel, then add geodata
export SLURM_STEP_GRES=none export SLURM_STEP_GRES=none
for ((n=1; n<="""+str(exp.n_ens)+"""; n++)) for ((n=1; n<="""+str(exp.n_ens)+"""; n++))
...@@ -70,7 +69,7 @@ done ...@@ -70,7 +69,7 @@ done
""" """
s = my_Slurm("ideal", cfg_update={"ntasks": str(exp.n_ens), "nodes": "1", s = my_Slurm("ideal", cfg_update={"ntasks": str(exp.n_ens), "nodes": "1",
"time": "10", "mem-per-cpu": "2G"}) "time": "10", "mem-per-cpu": "2G"})
id = s.run(cmd, depends_on=[id]) id = s.run(cmd, depends_on=[depends_on])
return id return id
def update_wrfinput_from_archive(valid_time, background_init_time, exppath, depends_on=None): def update_wrfinput_from_archive(valid_time, background_init_time, exppath, depends_on=None):
...@@ -86,33 +85,49 @@ def update_wrfinput_from_archive(valid_time, background_init_time, exppath, depe ...@@ -86,33 +85,49 @@ def update_wrfinput_from_archive(valid_time, background_init_time, exppath, depe
+IC_path, depends_on=[depends_on]) +IC_path, depends_on=[depends_on])
return id return id
def wrfinput_insert_wbubble(depends_on=None): def wrfinput_insert_wbubble(perturb=True, depends_on=None):
"""Given that directories with wrfinput files exist, """Given that directories with wrfinput files exist,
update these wrfinput files with warm bubbles update these wrfinput files with warm bubbles
""" """
s = my_Slurm("ins_wbubble", cfg_update={"time": "5"}) s = my_Slurm("ins_wbubble", cfg_update={"time": "5"})
id = s.run(cluster.python+' '+cluster.scripts_rundir+'/create_wbubble_wrfinput.py', pstr = ' '
if perturb:
pstr = ' perturb'
id = s.run(cluster.python+' '+cluster.scripts_rundir+'/create_wbubble_wrfinput.py'+pstr,
depends_on=[depends_on]) depends_on=[depends_on])
return id return id
def run_ENS(begin, end, depends_on=None, first_minute=True): def run_ENS(begin, end, depends_on=None, first_minute=True,
input_is_restart=False, restart_path=False, output_restart_interval=720):
"""Run forecast for 1 minute, save output. """Run forecast for 1 minute, save output.
Then run whole timespan with 5 minutes interval. Then run whole timespan with 5 minutes interval.
if input_is_restart: # start WRF in restart mode
if restart_path:
# restart from a wrfrst file in restart_path directory
# e.g. when restarting from a state in an archivedir (from any existing experiment)
else:
# restart from wrfrst files that are already in run_WRF directories
# e.g. after updateIC, it puts wrfrst in run_WRF directories
""" """
id = depends_on id = depends_on
restart_flag = '.false.' if not input_is_restart else '.true.'
if first_minute: if False: # doesnt work with restarts at the moment# first_minute:
# first minute forecast (needed for validating an assimilation) # first minute forecast (needed for validating an assimilation)
hist_interval = 1 hist_interval = 1
radt = 1 # calc CFRAC also in first minute radt = 1 # calc CFRAC also in first minute
begin_plus1 = begin+dt.timedelta(minutes=1) begin_plus1 = begin+dt.timedelta(minutes=1)
s = my_Slurm("preWRF1", cfg_update=dict(time="2")) s = my_Slurm("preWRF1", cfg_update=dict(time="2"))
id = s.run(' '.join([cluster.python, args = [cluster.python, cluster.scripts_rundir+'/prepare_namelist.py',
cluster.scripts_rundir+'/prepare_namelist.py', begin.strftime('%Y-%m-%d_%H:%M'),
begin.strftime('%Y-%m-%d_%H:%M'), begin_plus1.strftime('%Y-%m-%d_%H:%M'),
begin_plus1.strftime('%Y-%m-%d_%H:%M'), str(hist_interval),
str(hist_interval), str(radt),]), '--radt='+str(radt),
depends_on=[id]) '--restart='+restart_flag,]
if restart_path: # restart from a wrfrst file in restart_path directory
args.append('--rst_inname='+restart_path)
id = s.run(' '.join(args), depends_on=[id])
s = my_Slurm("runWRF1", cfg_update={"nodes": "1", "array": "1-"+str(exp.n_nodes), s = my_Slurm("runWRF1", cfg_update={"nodes": "1", "array": "1-"+str(exp.n_nodes),
"time": "2", "mem-per-cpu": "2G"}) "time": "2", "mem-per-cpu": "2G"})
...@@ -129,16 +144,23 @@ def run_ENS(begin, end, depends_on=None, first_minute=True): ...@@ -129,16 +144,23 @@ def run_ENS(begin, end, depends_on=None, first_minute=True):
# whole forecast timespan # whole forecast timespan
hist_interval = 5 hist_interval = 5
radt = 5 radt = 5
args = [cluster.python,
cluster.scripts_rundir+'/prepare_namelist.py',
begin.strftime('%Y-%m-%d_%H:%M'),
end.strftime('%Y-%m-%d_%H:%M'),
str(hist_interval),
'--radt='+str(radt),
'--restart='+restart_flag,]
if restart_path:
args.append('--rst_inname='+restart_path)
if output_restart_interval:
args.append('--restart_interval='+str(int(float(output_restart_interval))))
s = my_Slurm("preWRF2", cfg_update=dict(time="2")) s = my_Slurm("preWRF2", cfg_update=dict(time="2"))
id = s.run(' '.join([cluster.python, id = s.run(' '.join(args), depends_on=[id])
cluster.scripts_rundir+'/prepare_namelist.py',
begin.strftime('%Y-%m-%d_%H:%M'),
end.strftime('%Y-%m-%d_%H:%M'),
str(hist_interval), str(radt),]),
depends_on=[id])
time_in_simulation_hours = (end-begin).total_seconds()/3600 time_in_simulation_hours = (end-begin).total_seconds()/3600
runtime_wallclock_mins_expected = int(6+time_in_simulation_hours*10) # usually below 9 min/hour runtime_wallclock_mins_expected = int(8+time_in_simulation_hours*9.5) # usually below 9 min/hour
s = my_Slurm("runWRF2", cfg_update={"nodes": "1", "array": "1-"+str(exp.n_nodes), s = my_Slurm("runWRF2", cfg_update={"nodes": "1", "array": "1-"+str(exp.n_nodes),
"time": str(runtime_wallclock_mins_expected), "mem-per-cpu": "2G"}) "time": str(runtime_wallclock_mins_expected), "mem-per-cpu": "2G"})
cmd = script_to_str(cluster.run_WRF).replace('<expname>', exp.expname) cmd = script_to_str(cluster.run_WRF).replace('<expname>', exp.expname)
...@@ -151,7 +173,7 @@ def run_ENS(begin, end, depends_on=None, first_minute=True): ...@@ -151,7 +173,7 @@ def run_ENS(begin, end, depends_on=None, first_minute=True):
return id return id
def assimilate(assim_time, prior_init_time, prior_valid_time, def assimilate(assim_time, prior_init_time, prior_valid_time,
prior_path_exp=False, depends_on=None): prior_path_exp=False, input_is_restart=False, depends_on=None):
"""Creates observations from a nature run and assimilates them. """Creates observations from a nature run and assimilates them.
Args: Args:
...@@ -168,26 +190,16 @@ def assimilate(assim_time, prior_init_time, prior_valid_time, ...@@ -168,26 +190,16 @@ def assimilate(assim_time, prior_init_time, prior_valid_time,
elif not isinstance(prior_path_exp, str): elif not isinstance(prior_path_exp, str):
raise TypeError('prior_path_exp either str or False, is '+str(type(prior_path_exp))) raise TypeError('prior_path_exp either str or False, is '+str(type(prior_path_exp)))
id = my_Slurm("Assim", cfg_update={"nodes": "1", "ntasks": "96", "time": "60",
# # prepare prior model state "mem": "300G", "ntasks-per-node": "96", "ntasks-per-core": "2"}
# s = my_Slurm("preAssim", cfg_update=dict(time="2")) ).run(cluster.python+' '+cluster.scripts_rundir+'/assim_synth_obs.py '
# id = s.run(cluster.python+' '+cluster.scripts_rundir+'/pre_assim.py '
# +assim_time.strftime('%Y-%m-%d_%H:%M ')
# +prior_init_time.strftime('%Y-%m-%d_%H:%M ')
# +prior_valid_time.strftime('%Y-%m-%d_%H:%M ')
# +prior_path_exp, depends_on=[depends_on])
s = my_Slurm("Assim", cfg_update={"nodes": "1", "ntasks": "96", "time": "60",
"mem": "300G", "ntasks-per-node": "96", "ntasks-per-core": "2"})
id = s.run(cluster.python+' '+cluster.scripts_rundir+'/assim_synth_obs.py '
+assim_time.strftime('%Y-%m-%d_%H:%M ') +assim_time.strftime('%Y-%m-%d_%H:%M ')
+prior_init_time.strftime('%Y-%m-%d_%H:%M ') +prior_init_time.strftime('%Y-%m-%d_%H:%M ')
+prior_valid_time.strftime('%Y-%m-%d_%H:%M ') +prior_valid_time.strftime('%Y-%m-%d_%H:%M ')
+prior_path_exp, depends_on=[depends_on]) +prior_path_exp, depends_on=[depends_on])
id = my_Slurm("WRF_IC", cfg_update=dict(time="8")
s = my_Slurm("updateIC", cfg_update=dict(time="8")) ).run(cluster.python+' '+cluster.scripts_rundir+'/prepare_wrf_initials.py '
id = s.run(cluster.python+' '+cluster.scripts_rundir+'/update_wrfinput_from_filteroutput.py '
+assim_time.strftime('%Y-%m-%d_%H:%M ') +assim_time.strftime('%Y-%m-%d_%H:%M ')
+prior_init_time.strftime('%Y-%m-%d_%H:%M ') +prior_init_time.strftime('%Y-%m-%d_%H:%M ')
+prior_path_exp, depends_on=[id]) +prior_path_exp, depends_on=[id])
...@@ -195,10 +207,11 @@ def assimilate(assim_time, prior_init_time, prior_valid_time, ...@@ -195,10 +207,11 @@ def assimilate(assim_time, prior_init_time, prior_valid_time,
def create_satimages(init_time, depends_on=None): def create_satimages(init_time, depends_on=None):
s = my_Slurm("pRTTOV", cfg_update={"ntasks": "48", "time": "30", "nodes": "1"}) s = my_Slurm("pRTTOV", cfg_update={"ntasks": "48", "time": "60", "nodes": "1"})
s.run(cluster.python+' /home/fs71386/lkugler/RTTOV-WRF/run_init.py '+cluster.archivedir id = s.run(cluster.python+' /home/fs71386/lkugler/RTTOV-WRF/run_init.py '+cluster.archivedir
+init_time.strftime('/%Y-%m-%d_%H:%M/'), +init_time.strftime('/%Y-%m-%d_%H:%M/'),
depends_on=[depends_on]) depends_on=[depends_on])
return id
def mailme(depends_on=None): def mailme(depends_on=None):
if depends_on: if depends_on:
...@@ -230,8 +243,8 @@ def copy_to_jet(depends_on=None): ...@@ -230,8 +243,8 @@ def copy_to_jet(depends_on=None):
if __name__ == "__main__": if __name__ == "__main__":
print('starting osse') print('starting osse')
timedelta_integrate = dt.timedelta(minutes=15) timedelta_integrate = dt.timedelta(minutes=30)
timedelta_btw_assim = dt.timedelta(minutes=15) timedelta_btw_assim = dt.timedelta(minutes=30)
backup_scripts() backup_scripts()
id = None id = None
...@@ -239,9 +252,11 @@ if __name__ == "__main__": ...@@ -239,9 +252,11 @@ if __name__ == "__main__":
start_from_existing_state = True start_from_existing_state = True
is_new_run = not start_from_existing_state is_new_run = not start_from_existing_state
init_time = dt.datetime(2008, 7, 30, 10)
id = prepare_WRFrundir(init_time)
if is_new_run: if is_new_run:
init_time = dt.datetime(2008, 7, 30, 9) id = run_ideal(depends_on=id)
id = prepare_wrfinput(init_time) # create initial conditions
id = wrfinput_insert_wbubble(depends_on=id) id = wrfinput_insert_wbubble(depends_on=id)
# spin up the ensemble # spin up the ensemble
...@@ -253,17 +268,15 @@ if __name__ == "__main__": ...@@ -253,17 +268,15 @@ if __name__ == "__main__":
prior_path_exp = False # for next assimilation prior_path_exp = False # for next assimilation
elif start_from_existing_state: elif start_from_existing_state:
time = dt.datetime(2008, 7, 30, 11)
# prior init time
init_time = dt.datetime(2008, 7, 30, 6)
#prior_path_exp = '/gpfs/data/fs71386/lkugler/sim_archive/exp_v1.16_Pwbub_40mem' #prior_path_exp = '/gpfs/data/fs71386/lkugler/sim_archive/exp_v1.16_Pwbub_40mem'
#prior_path_exp = '/gpfs/data/fs71386/lkugler/sim_archive/exp_v1.18_Pwbub-1-ensprof_40mem' #prior_path_exp = cluster.archivedir #
prior_path_exp = '/gpfs/data/fs71386/lkugler/sim_archive/exp_v1.16_P1_40mem' prior_path_exp = '/gpfs/data/fs71386/lkugler/sim_archive/exp_v1.18_Pwbub-1-ensprof_40mem_rst'
#prior_path_exp = '/gpfs/data/fs71386/lkugler/sim_archive/exp_v1.18_Pwbub_PriorPert10_40mem'
#id = update_wrfinput_from_archive(integration_end_time, init_time, prior_path_exp, depends_on=id) #id = update_wrfinput_from_archive(integration_end_time, init_time, prior_path_exp, depends_on=id)
#id = wrfinput_insert_wbubble(depends_on=id) #id = wrfinput_insert_wbubble(depends_on=id)
# values for assimilation # values for assimilation
time = dt.datetime(2008, 7, 30, 11)
assim_time = time assim_time = time
prior_init_time = init_time prior_init_time = init_time
...@@ -271,22 +284,26 @@ if __name__ == "__main__": ...@@ -271,22 +284,26 @@ if __name__ == "__main__":
id = assimilate(assim_time, id = assimilate(assim_time,
prior_init_time, prior_init_time,
prior_valid_time=time+dt.timedelta(hours=2), prior_valid_time=time, #+dt.timedelta(hours=2),
prior_path_exp=prior_path_exp, prior_path_exp=prior_path_exp,
input_is_restart=True,
depends_on=id) depends_on=id)
prior_path_exp = False # use own exp path as prior prior_path_exp = cluster.archivedir # use own exp path as prior
# integration # integration
this_forecast_init = assim_time # start integration from here this_forecast_init = assim_time # start integration from here
timedelta_integrate = timedelta_btw_assim timedelta_integrate = timedelta_btw_assim
if this_forecast_init.minute in [0,30]: # longer forecast every full hour if this_forecast_init.minute in [0,]: # longer forecast every full hour
timedelta_integrate = dt.timedelta(hours=2) timedelta_integrate = dt.timedelta(hours=3)
this_forecast_end = assim_time + timedelta_integrate this_forecast_end = assim_time + timedelta_integrate
id = run_ENS(begin=this_forecast_init, id = run_ENS(begin=this_forecast_init,
end=this_forecast_end, end=this_forecast_end,
input_is_restart=True,
restart_path=False, #cluster.archivedir+prior_init_time.strftime('/%Y-%m-%d_%H:%M/'),
output_restart_interval=30, #timedelta_btw_assim.total_seconds()/60,
depends_on=id) depends_on=id)
create_satimages(this_forecast_init, depends_on=id) create_satimages(this_forecast_init, depends_on=id)
......
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