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check that the ensemble exists for the specified iterations
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oddvarlia committed Oct 22, 2024
1 parent 71ee493 commit 9e77ad9
Showing 1 changed file with 51 additions and 0 deletions.
51 changes: 51 additions & 0 deletions src/subscript/field_statistics/field_statistics.py
Original file line number Diff line number Diff line change
Expand Up @@ -135,6 +135,10 @@
from realization to realization due to the variability of the grid which is
due to structural uncertainty.
If this ERT workflow is run before the realizations are generated
for all specified iterations, the script will not start calculating statistics,
but return without doing anything.
"""


Expand Down Expand Up @@ -261,6 +265,10 @@
LOAD_WORKFLOW ../../bin/workflows/wf_field_statistics
HOOK_WORKFLOW wf_field_statistics POST_SIMULATION
Note that the HOOK_WORKFLOW using POST_SIMULATION will run the workflow after each
iteration in ERT when using ES-MDA. The FIELD_STATISTICS workflow job will check
if the final iteration exists in the ensemble directory before calculating field statistics.
""" # noqa
DEFAULT_RELATIVE_RESULT_PATH = "share/grid_statistics"
GLOBAL_VARIABLES_FILE = "../../fmuconfig/output/global_variables.yml"
Expand Down Expand Up @@ -293,6 +301,12 @@ def field_stat(args):
if not Path(args.ensemblepath).exists():
sys.exit("No such file:" + args.ensemblepath)
ens_path = Path(args.ensemblepath)
if not check_if_iterations_exist(ens_path, field_stat):
# The ensemble realization does not exist for all specified iterations
# Probably this workflow is called before the ensemble is completed for
# all iterations specified.
# Do nothing
return

# Path for result of ensemble statistics calculations
# Default path is defined.
Expand Down Expand Up @@ -477,6 +491,43 @@ def get_parser_ert() -> argparse.ArgumentParser:
return parser


def check_if_iterations_exist(ens_path, input_dict):
"""
Get specified interations from specifications
and check that the iteration exist in the ensemble.
"""
key = "nreal"
if key in input_dict:
nreal = input_dict["nreal"]
else:
raise KeyError(
f"Missing keyword: {key} specifying number of realizations "
" for ensembles from ERT ES-MDA"
)
key = "iterations"
if key in input_dict:
iter_list = input_dict[key]
else:
raise KeyError(
f"Missing keyword: {key} specifying a list of iteration numbers "
" for ensembles from ERT ES-MDA"
)

found_for_iter = [False for i in range(iter_list[-1] + 1)]
for iter_number in iter_list:
for real_number in range(nreal):
real_path = Path(f"realization-{real_number}/iter-{iter_number}")
full_path_for_iter = ens_path / real_path
if full_path_for_iter.exists():
found_for_iter[iter_number] = True

complete = True
for iter_number in iter_list:
if not found_for_iter[iter_number]:
complete = False
return complete


def read_field_stat_config(config_file_name):
txt = f"Settings for field statistics using config file: {config_file_name}"
logging.info(txt)
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