Support for time interpolation (summary to report data)

README.md

@@ -35,7 +35,7 @@ pip install -r dev-requirements.txt
 
 See the [_CI.yml_](https://github.com/OPM/pyopmspe11/blob/main/.github/workflows/CI.yml) script  for installation of OPM Flow (binary packages) and the pyopmspe11 package. If you are a Linux user (including the windows subsystem for Linux), then you could try to build Flow from the master branches with mpi support, by running the script `./build_opm-flow_mpi.bash`, which in turn should build flow in the folder ./build/opm-simulators/bin/flow. 
 
-For macOS users with the latest chips (M1/M2, guessing also M3?), the resdata Python package is not available via pip install. Then before installation, remove resdata from the `requierements.txt`, then proceed with the Python requirements installation, install the OPM Flow dependencies (using macports or brew), and once inside the vpyopmspe11 Python environment, run the `./build_opm-flow_macOS.bash`, and deactivate and activate the virtual environment (this script builds OPM Flow as well as the opm Python package, and it exports the required PYTHONPATH).
+For macOS users with the latest chips (M1/M2, guessing also M3?), the resdata Python package might not available via pip install, depending on the Python version (e.g., it is not found using Python 3.9, but it is installed using Python 3.10). If you face this issue, then before installation, remove resdata from the `requirements.txt`, then proceed with the Python requirements installation, install the OPM Flow dependencies (using macports or brew), and once inside the vpyopmspe11 Python environment, run the `./build_opm-flow_macOS.bash`, and deactivate and activate the virtual environment (this script builds OPM Flow as well as the opm Python package, and it exports the required PYTHONPATH).
 
 ## Running pyopmspe11
 You can run _pyopmspe11_ as a single command line:

examples/finner_grids/spe11a.txt

@@ -1,5 +1,5 @@
 """Set the full path to the flow executable and flags"""
-mpirun -np 23 flow --linear-solver=cprw --enable-tuning=true --enable-opm-rst-file=true --output-extra-convergence-info=steps,iterations  --enable-well-operability-check=false --min-time-step-before-shutting-problematic-wells-in-days=1e-99
+mpirun -np 23 flow --linear-solver=cprw --newton-min-iterations=1 --enable-tuning=true --enable-opm-rst-file=true --output-extra-convergence-info=steps,iterations  --enable-well-operability-check=false --min-time-step-before-shutting-problematic-wells-in-days=1e-99
 
 """Set the model parameters"""
 spe11a master     #Name of the spe case (spe11a, spe11b, or spe11c) and OPM Flow version (master or release)
@@ -24,13 +24,13 @@ penmax * math.erf(pen * ((s_w-swi) / (1.-swi)) ** (-(1.0 / 1.5)) * math.pi**0.5
 
 """Properties sat functions"""
 """swi [-], sni [-], pen [Pa], penmax [Pa], npoints [-]"""
-SWI1 0.32 SNI1 0.1 PEN1 1500 PENMAX1 9.5e4 NPOINTS1 200000
-SWI2 0.14 SNI2 0.1 PEN2  300 PENMAX2 9.5e4 NPOINTS2 200000
-SWI3 0.12 SNI3 0.1 PEN3  100 PENMAX3 9.5e4 NPOINTS3 200000
-SWI4 0.12 SNI4 0.1 PEN4   25 PENMAX4 9.5e4 NPOINTS4 200000
-SWI5 0.12 SNI5 0.1 PEN5   10 PENMAX5 9.5e4 NPOINTS5 200000
-SWI6 0.10 SNI6 0.1 PEN6    1 PENMAX6 9.5e4 NPOINTS6 200000
-SWI7    0 SNI7   0 PEN7    0 PENMAX7 9.5e4 NPOINTS7      2
+SWI1 0.32 SNI1 0.1 PEN1 1500 PENMAX1 9.5e4 NPOINTS1 1000
+SWI2 0.14 SNI2 0.1 PEN2  300 PENMAX2 9.5e4 NPOINTS2 1000
+SWI3 0.12 SNI3 0.1 PEN3  100 PENMAX3 9.5e4 NPOINTS3 1000
+SWI4 0.12 SNI4 0.1 PEN4   25 PENMAX4 9.5e4 NPOINTS4 1000
+SWI5 0.12 SNI5 0.1 PEN5   10 PENMAX5 9.5e4 NPOINTS5 1000
+SWI6 0.10 SNI6 0.1 PEN6    1 PENMAX6 9.5e4 NPOINTS6 1000
+SWI7    0 SNI7   0 PEN7    0 PENMAX7 9.5e4 NPOINTS7    2
 
 """Properties rock"""
 """K [mD], phi [-]"""

examples/finner_grids/spe11b.txt

@@ -1,5 +1,5 @@
 """Set the full path to the flow executable and flags"""
-mpirun -np 23 flow --linear-solver=cprw --enable-tuning=true --enable-opm-rst-file=true --output-extra-convergence-info=steps,iterations  --enable-well-operability-check=false --min-time-step-before-shutting-problematic-wells-in-days=1e-99
+mpirun -np 23 flow --linear-solver=cprw --newton-min-iterations=1 --enable-tuning=true --enable-opm-rst-file=true --output-extra-convergence-info=steps,iterations  --enable-well-operability-check=false --min-time-step-before-shutting-problematic-wells-in-days=1e-99
 
 """Set the model parameters"""
 spe11b master     #Name of the spe case (spe11a, spe11b, or spe11c) and OPM Flow version (master or release)
@@ -24,13 +24,13 @@ penmax * math.erf(pen * ((s_w-swi) / (1.-swi)) ** (-(1.0 / 1.5)) * math.pi**0.5
 
 """Properties sat functions"""
 """swi [-], sni [-], pen [Pa], penmax [Pa], npoints [-]"""
-SWI1 0.32 SNI1 0.1 PEN1 193531.39 PENMAX1 3e7 NPOINTS1 200000 
-SWI2 0.14 SNI2 0.1 PEN2   8654.99 PENMAX2 3e7 NPOINTS2 200000 
-SWI3 0.12 SNI3 0.1 PEN3   6120.00 PENMAX3 3e7 NPOINTS3 200000 
-SWI4 0.12 SNI4 0.1 PEN4   3870.63 PENMAX4 3e7 NPOINTS4 200000 
-SWI5 0.12 SNI5 0.1 PEN5   3060.00 PENMAX5 3e7 NPOINTS5 200000 
-SWI6 0.10 SNI6 0.1 PEN6   2560.18 PENMAX6 3e7 NPOINTS6 200000 
-SWI7    0 SNI7   0 PEN7         0 PENMAX7 3e7 NPOINTS7      2 
+SWI1 0.32 SNI1 0.1 PEN1 193531.39 PENMAX1 3e7 NPOINTS1 1000 
+SWI2 0.14 SNI2 0.1 PEN2   8654.99 PENMAX2 3e7 NPOINTS2 1000 
+SWI3 0.12 SNI3 0.1 PEN3   6120.00 PENMAX3 3e7 NPOINTS3 1000 
+SWI4 0.12 SNI4 0.1 PEN4   3870.63 PENMAX4 3e7 NPOINTS4 1000 
+SWI5 0.12 SNI5 0.1 PEN5   3060.00 PENMAX5 3e7 NPOINTS5 1000 
+SWI6 0.10 SNI6 0.1 PEN6   2560.18 PENMAX6 3e7 NPOINTS6 1000 
+SWI7    0 SNI7   0 PEN7         0 PENMAX7 3e7 NPOINTS7    2 
 
 """Properties rock"""
 """K [mD], phi [-], thconr [W m-1 K-1]"""

examples/finner_grids/spe11c.txt

@@ -1,5 +1,5 @@
 """Set the full path to the flow executable and flags"""
-mpirun -np 71 flow --linear-solver=cprw --enable-tuning=true --enable-opm-rst-file=true --output-extra-convergence-info=steps,iterations  --enable-well-operability-check=false --min-time-step-before-shutting-problematic-wells-in-days=1e-99
+mpirun -np 71 flow --linear-solver=cprw --newton-min-iterations=1 --enable-tuning=true --enable-opm-rst-file=true --output-extra-convergence-info=steps,iterations  --enable-well-operability-check=false --min-time-step-before-shutting-problematic-wells-in-days=1e-99
 
 """Set the model parameters"""
 spe11c master     #Name of the spe case (spe11a, spe11b, or spe11c) and OPM Flow version (master or release)
@@ -24,13 +24,13 @@ penmax * math.erf(pen * ((s_w-swi) / (1.-swi)) ** (-(1.0 / 1.5)) * math.pi**0.5
 
 """Properties sat functions"""
 """swi [-], sni [-], pen [Pa], penmax [Pa], npoints [-]"""
-SWI1 0.32 SNI1 0.1 PEN1 193531.39 PENMAX1 3e7 NPOINTS1 200000 
-SWI2 0.14 SNI2 0.1 PEN2   8654.99 PENMAX2 3e7 NPOINTS2 200000 
-SWI3 0.12 SNI3 0.1 PEN3   6120.00 PENMAX3 3e7 NPOINTS3 200000 
-SWI4 0.12 SNI4 0.1 PEN4   3870.63 PENMAX4 3e7 NPOINTS4 200000 
-SWI5 0.12 SNI5 0.1 PEN5   3060.00 PENMAX5 3e7 NPOINTS5 200000 
-SWI6 0.10 SNI6 0.1 PEN6   2560.18 PENMAX6 3e7 NPOINTS6 200000 
-SWI7    0 SNI7   0 PEN7         0 PENMAX7 3e7 NPOINTS7      2
+SWI1 0.32 SNI1 0.1 PEN1 193531.39 PENMAX1 3e7 NPOINTS1 1000 
+SWI2 0.14 SNI2 0.1 PEN2   8654.99 PENMAX2 3e7 NPOINTS2 1000 
+SWI3 0.12 SNI3 0.1 PEN3   6120.00 PENMAX3 3e7 NPOINTS3 1000 
+SWI4 0.12 SNI4 0.1 PEN4   3870.63 PENMAX4 3e7 NPOINTS4 1000 
+SWI5 0.12 SNI5 0.1 PEN5   3060.00 PENMAX5 3e7 NPOINTS5 1000 
+SWI6 0.10 SNI6 0.1 PEN6   2560.18 PENMAX6 3e7 NPOINTS6 1000 
+SWI7    0 SNI7   0 PEN7         0 PENMAX7 3e7 NPOINTS7    2
 
 """Properties rock"""
 """K [mD], phi [-], thconr [W m-1 K-1]"""

examples/hello_world/spe11a.txt

@@ -1,5 +1,5 @@
 """Set the full path to the flow executable and flags"""
-flow --linear-solver=cprw --enable-tuning=true --enable-opm-rst-file=true --output-extra-convergence-info=steps,iterations  --enable-well-operability-check=false --min-time-step-before-shutting-problematic-wells-in-days=1e-99
+flow --linear-solver=cprw --enable-tuning=true --newton-min-iterations=1 --enable-opm-rst-file=true --output-extra-convergence-info=steps,iterations  --enable-well-operability-check=false --min-time-step-before-shutting-problematic-wells-in-days=1e-99
 
 """Set the model parameters"""
 spe11a master     #Name of the spe case (spe11a, spe11b, or spe11c) and OPM Flow version (master or release)
@@ -24,13 +24,13 @@ penmax * math.erf(pen * ((s_w-swi) / (1.-swi)) ** (-(1.0 / 1.5)) * math.pi**0.5
 
 """Properties sat functions"""
 """swi [-], sni [-], pen [Pa], penmax [Pa], npoints [-]"""
-SWI1 0.32 SNI1 0.1 PEN1 1500 PENMAX1 9.5e4 NPOINTS1 200000
-SWI2 0.14 SNI2 0.1 PEN2  300 PENMAX2 9.5e4 NPOINTS2 200000
-SWI3 0.12 SNI3 0.1 PEN3  100 PENMAX3 9.5e4 NPOINTS3 200000
-SWI4 0.12 SNI4 0.1 PEN4   25 PENMAX4 9.5e4 NPOINTS4 200000
-SWI5 0.12 SNI5 0.1 PEN5   10 PENMAX5 9.5e4 NPOINTS5 200000
-SWI6 0.10 SNI6 0.1 PEN6    1 PENMAX6 9.5e4 NPOINTS6 200000
-SWI7    0 SNI7   0 PEN7    0 PENMAX7 9.5e4 NPOINTS7      2
+SWI1 0.32 SNI1 0.1 PEN1 1500 PENMAX1 9.5e4 NPOINTS1 100
+SWI2 0.14 SNI2 0.1 PEN2  300 PENMAX2 9.5e4 NPOINTS2 100
+SWI3 0.12 SNI3 0.1 PEN3  100 PENMAX3 9.5e4 NPOINTS3 100
+SWI4 0.12 SNI4 0.1 PEN4   25 PENMAX4 9.5e4 NPOINTS4 100
+SWI5 0.12 SNI5 0.1 PEN5   10 PENMAX5 9.5e4 NPOINTS5 100
+SWI6 0.10 SNI6 0.1 PEN6    1 PENMAX6 9.5e4 NPOINTS6 100
+SWI7    0 SNI7   0 PEN7    0 PENMAX7 9.5e4 NPOINTS7   2
 
 """Properties rock"""
 """K [mD], phi [-]"""

examples/hello_world/spe11b.txt

@@ -1,5 +1,5 @@
 """Set the full path to the flow executable and flags"""
-flow --linear-solver=cprw --enable-tuning=true --enable-opm-rst-file=true --output-extra-convergence-info=steps,iterations  --enable-well-operability-check=false --min-time-step-before-shutting-problematic-wells-in-days=1e-99
+flow --linear-solver=cprw --enable-tuning=true --newton-min-iterations=1 --enable-opm-rst-file=true --output-extra-convergence-info=steps,iterations  --enable-well-operability-check=false --min-time-step-before-shutting-problematic-wells-in-days=1e-99
 
 """Set the model parameters"""
 spe11b master     #Name of the spe case (spe11a, spe11b, or spe11c) and OPM Flow version (master or release)
@@ -24,13 +24,13 @@ penmax * math.erf(pen * ((s_w-swi) / (1.-swi)) ** (-(1.0 / 1.5)) * math.pi**0.5
 
 """Properties sat functions"""
 """swi [-], sni [-], pen [Pa], penmax [Pa], npoints [-]"""
-SWI1 0.32 SNI1 0.1 PEN1 193531.39 PENMAX1 3e7 NPOINTS1 200000 
-SWI2 0.14 SNI2 0.1 PEN2   8654.99 PENMAX2 3e7 NPOINTS2 200000 
-SWI3 0.12 SNI3 0.1 PEN3   6120.00 PENMAX3 3e7 NPOINTS3 200000 
-SWI4 0.12 SNI4 0.1 PEN4   3870.63 PENMAX4 3e7 NPOINTS4 200000 
-SWI5 0.12 SNI5 0.1 PEN5   3060.00 PENMAX5 3e7 NPOINTS5 200000 
-SWI6 0.10 SNI6 0.1 PEN6   2560.18 PENMAX6 3e7 NPOINTS6 200000 
-SWI7    0 SNI7   0 PEN7         0 PENMAX7 3e7 NPOINTS7      2 
+SWI1 0.32 SNI1 0.1 PEN1 193531.39 PENMAX1 3e7 NPOINTS1 100 
+SWI2 0.14 SNI2 0.1 PEN2   8654.99 PENMAX2 3e7 NPOINTS2 100 
+SWI3 0.12 SNI3 0.1 PEN3   6120.00 PENMAX3 3e7 NPOINTS3 100 
+SWI4 0.12 SNI4 0.1 PEN4   3870.63 PENMAX4 3e7 NPOINTS4 100 
+SWI5 0.12 SNI5 0.1 PEN5   3060.00 PENMAX5 3e7 NPOINTS5 100 
+SWI6 0.10 SNI6 0.1 PEN6   2560.18 PENMAX6 3e7 NPOINTS6 100 
+SWI7    0 SNI7   0 PEN7         0 PENMAX7 3e7 NPOINTS7   2 
 
 """Properties rock"""
 """K [mD], phi [-], thconr [W m-1 K-1]"""
@@ -49,6 +49,6 @@ PERM7    1e-5 PORO7 1e-6 THCONR7 2.00
 
 """Define the injection values ([hours] for spe11a; [years] for spe11b/c)""" 
 """injection time, time step size to write results, maximum solver time step, injected fluid (0 water, 1 co2) (well1), injection rate [kg/s] (well1), temperature [C] (well1), injected fluid (0 water, 1 co2) (well2), ..."""
-995 995  1 0     0 10 0     0 10
+995 995 50 0     0 10 0     0 10
   5   5  1 0     0 10 0     0 10
  25   5  1 1 0.035 10 1 0.035 10

examples/hello_world/spe11c.txt

@@ -1,5 +1,5 @@
 """Set the full path to the flow executable and flags"""
-flow --linear-solver=cprw --enable-tuning=true --enable-opm-rst-file=true --output-extra-convergence-info=steps,iterations  --enable-well-operability-check=false --min-time-step-before-shutting-problematic-wells-in-days=1e-99
+flow --linear-solver=cprw --enable-tuning=true --newton-min-iterations=1 --enable-opm-rst-file=true --output-extra-convergence-info=steps,iterations  --enable-well-operability-check=false --min-time-step-before-shutting-problematic-wells-in-days=1e-99
 
 """Set the model parameters"""
 spe11c master     #Name of the spe case (spe11a, spe11b, or spe11c) and OPM Flow version (master or release)
@@ -24,13 +24,13 @@ penmax * math.erf(pen * ((s_w-swi) / (1.-swi)) ** (-(1.0 / 1.5)) * math.pi**0.5
 
 """Properties sat functions"""
 """swi [-], sni [-], pen [Pa], penmax [Pa], npoints [-]"""
-SWI1 0.32 SNI1 0.1 PEN1 193531.39 PENMAX1 3e7 NPOINTS1 200000 
-SWI2 0.14 SNI2 0.1 PEN2   8654.99 PENMAX2 3e7 NPOINTS2 200000 
-SWI3 0.12 SNI3 0.1 PEN3   6120.00 PENMAX3 3e7 NPOINTS3 200000 
-SWI4 0.12 SNI4 0.1 PEN4   3870.63 PENMAX4 3e7 NPOINTS4 200000 
-SWI5 0.12 SNI5 0.1 PEN5   3060.00 PENMAX5 3e7 NPOINTS5 200000 
-SWI6 0.10 SNI6 0.1 PEN6   2560.18 PENMAX6 3e7 NPOINTS6 200000 
-SWI7    0 SNI7   0 PEN7         0 PENMAX7 3e7 NPOINTS7      2
+SWI1 0.32 SNI1 0.1 PEN1 193531.39 PENMAX1 3e7 NPOINTS1 100 
+SWI2 0.14 SNI2 0.1 PEN2   8654.99 PENMAX2 3e7 NPOINTS2 100 
+SWI3 0.12 SNI3 0.1 PEN3   6120.00 PENMAX3 3e7 NPOINTS3 100 
+SWI4 0.12 SNI4 0.1 PEN4   3870.63 PENMAX4 3e7 NPOINTS4 100 
+SWI5 0.12 SNI5 0.1 PEN5   3060.00 PENMAX5 3e7 NPOINTS5 100 
+SWI6 0.10 SNI6 0.1 PEN6   2560.18 PENMAX6 3e7 NPOINTS6 100 
+SWI7    0 SNI7   0 PEN7         0 PENMAX7 3e7 NPOINTS7   2
 
 """Properties rock"""
 """K [mD], phi [-], thconr [W m-1 K-1]"""
@@ -49,6 +49,6 @@ PERM7    1e-5 PORO7 1e-6 THCONR7 2.00
 
 """Define the injection values ([hours] for spe11a; [years] for spe11b/c)""" 
 """injection time, time step size to write results, maximum solver time step, injected fluid (0 water, 1 co2) (well1), injection rate [kg/s] (well1), temperature [C] (well1), injected fluid (0 water, 1 co2) (well2), ..."""
-995 995  5 0  0 10 0  0 10
+995 995 50 0  0 10 0  0 10
   5   5  5 0  0 10 0  0 10
  25   5  5 1 50 10 1 50 10

requirements.txt

@@ -2,4 +2,5 @@ mako
 matplotlib
 pandas
 resdata
+scipy
 shapely

src/pyopmspe11/core/pyopmspe11.py

@@ -16,78 +16,27 @@
 
 def pyopmspe11():
     """Main function"""
-    parser = argparse.ArgumentParser(
-        description="Main script to run the spe11s with OPM Flow."
-    )
-    parser.add_argument(
-        "-i",
-        "--input",
-        default="input.txt",
-        help="The base name of the input file ('input.txt' by default).",
-    )
-    parser.add_argument(
-        "-m",
-        "--mode",
-        default="deck_flow",
-        help="Run the whole framework ('all'), only create decks ('deck'), "
-        "only run flow ('flow'), only write benchmark data ('data'), "
-        "only create plots ('plot'), deck and run ('deck_flow'), "
-        "deck, run, and plot (deck_flow_plot), or deck, run, and data "
-        "(deck_flow_data) ('deck_flow' by default).",
-    )
-    parser.add_argument(
-        "-c",
-        "--compare",
-        default="",
-        help="Generate a common plot for the current folders ('' by default).",
-    )
-    parser.add_argument(
-        "-o",
-        "--output",
-        default="output",
-        help="The base name of the output folder ('output' by default).",
-    )
-    parser.add_argument(
-        "-t",
-        "--time",
-        default="5",
-        help="Time interval for the spatial maps (spe11a [h]; spe11b/c [y]) ('24' by default).",
-    )
-    parser.add_argument(
-        "-r",
-        "--resolution",
-        default="100,10,50",
-        help="Number of x, y, and z elements to write the data ('100,10,50' by default).",
-    )
-    parser.add_argument(
-        "-g",
-        "--generate",
-        default="performance_sparse",
-        help="Write only the 'dense', 'sparse', 'performance', 'dense_performance', "
-        "'performance_sparse', 'dense_sparse', or 'all'",
-    )
-    parser.add_argument(
-        "-u",
-        "--use",
-        default="resdata",
-        help="Using the 'opm' or 'resdata' python package (resdata by default).",
-    )
-    cmdargs = vars(parser.parse_known_args()[0])
+    cmdargs = load_parser()
     file = cmdargs["input"].strip()  # Name of the input file
     dic = {"fol": cmdargs["output"].strip()}  # Name for the output folder
     dic["generate"] = cmdargs["generate"].strip()  # What data to write
     dic["exe"] = os.getcwd()  # Path to the folder of the input.txt file
     dic["mode"] = cmdargs["mode"].strip()  # Parts of the workflow to run
     dic["pat"] = os.path.dirname(__file__)[:-5]  # Path to the pyopmspe11 folder
     dic["compare"] = cmdargs["compare"].strip()  # Make common figures for comparison
-    dic["use"] = cmdargs["use"]  # OPM or resdata python package
+    dic["use"] = cmdargs["use"].strip()  # OPM or resdata python package
+    dic["load"] = cmdargs[
+        "load"
+    ].strip()  # Summary or restart data for the sparse data interpolation
     dic["resolution"] = cmdargs[
         "resolution"
     ].strip()  # Spatial resolution to write the data
     dic["time_data"] = float(
         cmdargs["time"].strip()
-    )  # Temporal resolution to write the data
-
+    )  # Temporal resolution to write the dense data
+    dic["dt_data"] = float(
+        cmdargs["write"].strip()
+    )  # Temporal resolution to write the sparse and performance data
     # If the compare plots are generated, then we exit right afterwards
     if dic["compare"]:
         plot_results(dic)
@@ -141,6 +90,81 @@ def pyopmspe11():
         plotting(dic)
 
 
+def load_parser():
+    """Argument options"""
+    parser = argparse.ArgumentParser(
+        description="Main script to run the spe11s with OPM Flow."
+    )
+    parser.add_argument(
+        "-i",
+        "--input",
+        default="input.txt",
+        help="The base name of the input file ('input.txt' by default).",
+    )
+    parser.add_argument(
+        "-m",
+        "--mode",
+        default="deck_flow",
+        help="Run the whole framework ('all'), only create decks ('deck'), "
+        "only run flow ('flow'), only write benchmark data ('data'), "
+        "only create plots ('plot'), deck and run ('deck_flow'), "
+        "deck, run, and plot (deck_flow_plot), or deck, run, and data "
+        "(deck_flow_data) ('deck_flow' by default).",
+    )
+    parser.add_argument(
+        "-c",
+        "--compare",
+        default="",
+        help="Generate a common plot for the current folders ('' by default).",
+    )
+    parser.add_argument(
+        "-o",
+        "--output",
+        default="output",
+        help="The base name of the output folder ('output' by default).",
+    )
+    parser.add_argument(
+        "-t",
+        "--time",
+        default="5",
+        help="Time interval for the spatial maps (spe11a [h]; spe11b/c [y]) ('24' by default).",
+    )
+    parser.add_argument(
+        "-r",
+        "--resolution",
+        default="100,10,50",
+        help="Number of x, y, and z elements to write the data ('100,10,50' by default).",
+    )
+    parser.add_argument(
+        "-g",
+        "--generate",
+        default="performance_sparse",
+        help="Write only the 'dense', 'sparse', 'performance', 'dense_performance', "
+        "'performance_sparse', 'dense_sparse', or 'all'",
+    )
+    parser.add_argument(
+        "-u",
+        "--use",
+        default="resdata",
+        help="Using the 'opm' or 'resdata' python package (resdata by default).",
+    )
+    parser.add_argument(
+        "-l",
+        "--load",
+        default="summary",
+        help="Use the summary or restart for the interpolation in the sparse data "
+        "('summary' by default).",
+    )
+    parser.add_argument(
+        "-w",
+        "--write",
+        default="0.1",
+        help="Time interval for the sparse and performance data (spe11a [h]; spe11b/c [y]) "
+        "('0.1' by default).",
+    )
+    return vars(parser.parse_known_args()[0])
+
+
 def main():
     """Main function"""
     pyopmspe11()