def test_write_run_directory_does_not_mutate_config(config_update):
config = c12_config()
config = update_recursive(config, config_update)
config_copy = copy.deepcopy(config)
with tempfile.TemporaryDirectory() as rundir:
fv3config.write_run_directory(config, rundir)
assert config == config_copy
def test_restart_directory_exists_and_empty(self):
rundir = self.make_run_directory("test_rundir")
restart_directory = os.path.join(rundir, "RESTART")
config = DEFAULT_CONFIG.copy()
fv3config.write_run_directory(config, rundir)
self.assertTrue(os.path.isdir(restart_directory))
self.assertEqual(len(os.listdir(restart_directory)), 0)
def run_segment(config: dict, rundir: str):
fv3config.write_run_directory(config, rundir)
with cwd(rundir):
manifest = find(".")
with open("preexisting_files.txt", "w") as f:
for path in manifest:
print(path, file=f)
x, y = config["namelist"]["fv_core_nml"]["layout"]
nprocs = x * y * 6
with open("logs.txt", "w") as f:
process = subprocess.Popen(
[
"mpirun",
"-n",
str(nprocs),
sys.executable,
"-m",
"mpi4py",
runfile.absolute().as_posix(),
],
stdout=subprocess.PIPE,
stderr=subprocess.STDOUT,
)
for c in iter(lambda: process.stdout.read(32), b""): # type: ignore
sys.stdout.write(c.decode("utf-8"))
f.write(c.decode("utf-8"))
return process.wait()
def write_run_directory():
args = _parse_write_run_directory_args()
with fsspec.open(args.config) as f:
config = fv3config.load(f)
fv3config.write_run_directory(config, args.rundir)
def test_rundir_contains_nudging_asset_if_enabled():
config = c12_config()
config["gfs_analysis_data"] = {
"url": "gs://vcm-fv3config/data/gfs_nudging_data/v1.0",
"filename_pattern": "%Y%m%d_%H.nc",
}
config["namelist"]["fv_core_nml"]["nudge"] = True
with tempfile.TemporaryDirectory() as rundir:
fv3config.write_run_directory(config, rundir)
assert "20160801_00.nc" in os.listdir(os.path.join(rundir, "INPUT"))
assert "20160801_06.nc" in os.listdir(os.path.join(rundir, "INPUT"))
def test_write_default_run_directory(self):
rundir = self.make_run_directory("test_rundir")
config = DEFAULT_CONFIG.copy()
fv3config.write_run_directory(config, rundir)
self.assert_subpaths_present(
rundir,
required_run_directory_subdirectories +
required_default_initial_conditions_filenames +
required_base_forcing_filenames +
required_orographic_forcing_filenames +
additional_required_filenames,
)
def test_cache_diag_table(self):
config = copy.deepcopy(DEFAULT_CONFIG)
config[
"diag_table"] = "gs://vcm-fv3config/config/diag_table/default/v1.0/diag_table"
cache_filename = os.path.join(
fv3config.get_cache_dir(),
"fv3config-cache/gs/vcm-fv3config/config/diag_table/default/v1.0/diag_table",
)
assert not os.path.isfile(cache_filename)
with tempfile.TemporaryDirectory() as rundir:
fv3config.write_run_directory(config, rundir)
assert os.path.isfile(cache_filename)
def setup_final_run(workdir, firsthalf_config, remove_phy_data=False):
"""Set up run directory for second two-hour run. This must be done after
the first two-hour run has been performed so that the initial conditions
are linked appropriately"""
secondhalf_config = deepcopy(firsthalf_config)
secondhalf_config['initial_conditions'] = os.path.abspath(
join(workdir, 'firsthalf', 'RESTART')
)
secondhalf_config = fv3config.enable_restart(secondhalf_config)
fv3config.write_run_directory(secondhalf_config, join(workdir, 'secondhalf'))
if remove_phy_data:
for tile in range(1, 7):
os.remove(join(workdir, 'secondhalf', 'INPUT', f'phy_data.tile{tile}.nc'))
shutil.copy(RUN_SCRIPT_FILENAME, join(workdir, 'secondhalf', RUN_SCRIPT_FILENAME))
return secondhalf_config
def test_cached_diag_table_is_not_redownloaded(self):
config = copy.deepcopy(DEFAULT_CONFIG)
config[
"diag_table"] = "gs://vcm-fv3config/config/diag_table/default/v1.0/diag_table"
with tempfile.TemporaryDirectory() as rundir:
fv3config.write_run_directory(config, rundir)
cache_filename = os.path.join(
fv3config.get_cache_dir(),
"fv3config-cache/gs/vcm-fv3config/config/diag_table/default/v1.0/diag_table",
)
assert os.path.isfile(cache_filename)
modification_time = os.path.getmtime(cache_filename)
with tempfile.TemporaryDirectory() as rundir:
fv3config.write_run_directory(config, rundir)
assert os.path.getmtime(cache_filename) == modification_time
def setup_initial_runs(workdir, config_template):
"""Set up two run-directories, one for a four-hour run, one for
two-hour run, both initialized from the same state example_restart
state"""
if not os.path.isdir(workdir):
os.mkdir(workdir)
fullrun_config = deepcopy(config_template)
fullrun_config['namelist']['coupler_nml']['hours'] = 4
fullrun_config['namelist']['coupler_nml']['minutes'] = 0
firsthalf_config = deepcopy(fullrun_config)
firsthalf_config['namelist']['coupler_nml']['hours'] = 2
fv3config.write_run_directory(fullrun_config, join(workdir, 'fullrun'))
fv3config.write_run_directory(firsthalf_config, join(workdir, 'firsthalf'))
for run in ['fullrun', 'firsthalf']:
shutil.copy(RUN_SCRIPT_FILENAME, join(workdir, run, RUN_SCRIPT_FILENAME))
return fullrun_config, firsthalf_config
def test_write_run_directory_with_patch_file(self):
sourcedir = self.make_run_directory("sourcedir")
rundir = self.make_run_directory("test_rundir")
config = DEFAULT_CONFIG.copy()
open(os.path.join(sourcedir, "empty_file"), "a").close()
config["patch_files"] = {
"source_location": sourcedir,
"source_name": "empty_file",
"target_location": "",
"target_name": "empty_file",
"copy_method": "copy",
}
fv3config.write_run_directory(config, rundir)
self.assert_subpaths_present(
rundir,
required_run_directory_subdirectories +
required_default_initial_conditions_filenames +
required_base_forcing_filenames +
required_orographic_forcing_filenames +
additional_required_filenames + ["empty_file"],
)
#!/usr/bin/env python3
import fv3config
import yaml
config = yaml.safe_load(open('example/config.yml', 'r'))
fv3config.write_run_directory(config, 'rundir')
def write_run_directory(config, dirname):
fv3config.write_run_directory(config, dirname)
shutil.copy(SUBMIT_JOB_FILENAME, os.path.join(dirname, 'submit_job.sh'))
import fv3config
import argparse
import os
if __name__ == "__main__":
parser = argparse.ArgumentParser(
description="Create a run directory for FV3.")
parser.add_argument("configfile", type=str, help="yaml configuration path")
parser.add_argument("outdir", type=str, help="output directory")
args = parser.parse_args()
with open(args.configfile, "r") as f:
config = fv3config.load(f)
fv3config.write_run_directory(config, args.outdir)
with open(os.path.join(args.outdir, "fv3config.yml"), "w") as f:
fv3config.dump(config, f)
def test_write_run_directory_succeeds_with_diag_table_class():
config = c12_config()
start_time = datetime.datetime(2000, 1, 1)
config["diag_table"] = fv3config.DiagTable("name", start_time, [])
with tempfile.TemporaryDirectory() as rundir:
fv3config.write_run_directory(config, rundir)
def test_rundir_contains_fv3config_yml():
config = c12_config()
with tempfile.TemporaryDirectory() as rundir:
fv3config.write_run_directory(config, rundir)
assert "fv3config.yml" in os.listdir(rundir)
def run_benchmark(nodes_per_tile_side, threads_per_rank, hyperthreading,
executable, rank_layout, blocksize, partition, force,
timesteps, wait, module_env, yaml_file, run_directory):
# echo command
print('\nRunning command:')
print('', ' '.join(sys.argv))
# derived variables for Piz Daint
if hyperthreading:
assert HAS_HYPERTHREADING
threads_per_core = 2
else:
threads_per_core = 1
max_cores_per_node = SOCKETS_PER_NODE * CORES_PER_SOCKET
max_threads_per_node = max_cores_per_node * threads_per_core
# define SLURM parameters
slurm_nodes = FV3_NUMBER_OF_TILES * nodes_per_tile_side**2
slurm_ntasks_per_node = max_threads_per_node // threads_per_rank
assert threads_per_rank * slurm_ntasks_per_node == max_threads_per_node
slurm_ntasks_per_core = threads_per_core
slurm_cpus_per_task = threads_per_rank
if hyperthreading:
slurm_hint = "multithread"
else:
slurm_hint = "nomultithread"
if DAINT_SECTION == 'hybrid':
slurm_constraint = 'gpu'
if DAINT_SECTION == 'multicore':
slurm_constraint = 'mc'
# define MPI decomposition
ranks_per_tile = slurm_ntasks_per_node * nodes_per_tile_side**2
max_ranks_in_x = int(math.sqrt(ranks_per_tile))
rank_layouts = []
for ranks_in_x in range(1, ranks_per_tile + 1):
if ranks_per_tile % ranks_in_x == 0:
ranks_in_y = ranks_per_tile // ranks_in_x
rank_layouts.append([ranks_in_x, ranks_in_y])
if ranks_in_x <= max_ranks_in_x:
default_layout = len(rank_layouts)
assert rank_layouts, 'Did not find a suitable rank decomposition'
if rank_layout == -1:
rank_layout = default_layout
# load namelist
config = yaml.safe_load(yaml_file)
npx = config['namelist']['fv_core_nml']['npx']
npy = config['namelist']['fv_core_nml']['npx']
npz = config['namelist']['fv_core_nml']['npz']
dt = config['namelist']['coupler_nml']['dt_atmos']
# override benchmark parameters
config['namelist']['atmos_model_nml']['blocksize'] = blocksize
config['namelist']['fv_core_nml']['layout'] = rank_layouts[rank_layout - 1]
config['namelist']['fv_core_nml']['io_layout'] = [1, 1]
config['namelist']['coupler_nml']['atmos_nthreads'] = threads_per_rank
config['namelist']['coupler_nml']['use_hyper_thread'] = hyperthreading
config['namelist']['coupler_nml'][
'ncores_per_node'] = SOCKETS_PER_NODE * CORES_PER_SOCKET
config['namelist']['coupler_nml']['months'] = 0
config['namelist']['coupler_nml']['days'] = 0
config['namelist']['coupler_nml']['hours'] = 0
config['namelist']['coupler_nml']['minutes'] = 0
config['namelist']['coupler_nml']['seconds'] = dt * timesteps
# echo some information
print('')
print(f'Configuration file:\n {os.path.abspath(yaml_file.name)}\n')
print(
f'Piz Daint resources:\n'
f' {DAINT_SECTION}, {slurm_nodes} nodes, {slurm_nodes * max_cores_per_node} cores, '
f'{slurm_nodes * max_threads_per_node} threads\n')
print(
f'FV3 configuration:\n'
f' {FV3_NUMBER_OF_TILES} tiles of {npx-1} x {npy-1} x {npz} gridpoints\n'
f' {(npx-1) // rank_layouts[rank_layout-1][0]} x {(npy-1) // rank_layouts[rank_layout-1][1]}'
f' x {npz} gridpoints per rank on {rank_layouts[rank_layout-1][0]} x {rank_layouts[rank_layout-1][1]} ranks per tile'
f' (rank layout {rank_layout} of {len(rank_layouts)})\n'
f' {threads_per_rank} thread(s) per rank with {threads_per_core} thread(s) per core\n'
)
# create run directory
run_directory = os.path.abspath(run_directory)
if os.path.isdir(run_directory):
if force:
shutil.rmtree(run_directory)
else:
assert False, f'Run directory ({run_directory}) already exists (use --force to overwrite)'
print(f'Writing run directory:\n {run_directory}\n')
fv3config.write_run_directory(config, run_directory)
# copy executable and some meta-information
print(f'Copying executable:\n {executable}')
shutil.copy2(executable, os.path.join(run_directory, 'fv3.exe'))
md5_hash = hashlib.md5(open(executable, 'rb').read()).hexdigest()
print(f' md5 hash is {md5_hash}\n')
if module_env is not None:
shutil.copy2(module_env, os.path.join(run_directory, 'module.env'))
shutil.copy2(yaml_file.name, os.path.join(run_directory, 'config.yml'))
# create SLURM job file
slurm_job = f"""#!/bin/bash -l
#SBATCH --job-name="fv3_bench"
#SBATCH --account="s1053"
#SBATCH --time=00:30:00
#SBATCH --nodes={slurm_nodes}
#SBATCH --ntasks-per-core={slurm_ntasks_per_core}
#SBATCH --ntasks-per-node={slurm_ntasks_per_node}
#SBATCH --cpus-per-task={slurm_cpus_per_task}
#SBATCH --partition={partition}
#SBATCH --constraint={slurm_constraint}
#SBATCH --hint={slurm_hint}
export OMP_NUM_THREADS=$SLURM_CPUS_PER_TASK
export CRAY_CUDA_MPS=1
export OMP_STACKSIZE=32M
if [ -f ./module.env ] ; then
source ./module.env
fi
t_start=$(date +%s)
srun ./fv3.exe
t_end=$(date +%s)
t_elapsed=$(($t_end - $t_start))
echo "Elapsed[s]=${{t_elapsed}}"
exit 0
"""
job_file = os.path.join(run_directory, 'job')
print(f'Writing SLURM job file:\n {job_file}\n')
with open(job_file, 'w') as f:
f.write(slurm_job)
# run SLURM job
print(f'Running SLURM job:')
os.system(f'cd {run_directory}; sbatch {"--wait" if wait else ""} job')