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Plugin implementation #129

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dccf312
Plugin implementation
Hevagog May 17, 2026
39971ef
update readme
Hevagog May 17, 2026
60d7639
rename plugins
Hevagog May 22, 2026
9e2ed42
prune Simulator from proto
Hevagog May 22, 2026
eac23bf
generalise runner_mode
Hevagog May 22, 2026
133fad1
generalize runner builder
Hevagog May 22, 2026
cf994ca
wms refactor to domain_services
Hevagog May 22, 2026
c889b3f
make toolbox plugin agnostic & domain refactor
Hevagog May 27, 2026
0d272af
add list-plugins pixi command
Hevagog Jun 1, 2026
3a6bbd7
further expand domain service plugin
Hevagog Jun 1, 2026
b93533f
Domain builtin plugin refactor
Hevagog Jun 3, 2026
d78453b
upgrade of domain services
Hevagog Jun 12, 2026
957ff8e
add dummy well_counter plugin
Hevagog Jun 12, 2026
9aec757
clean examples and lower worker count
Hevagog Jun 12, 2026
c40bdfc
2 is sm0ller than 4
Hevagog Jun 12, 2026
e416793
minor refactors
dJaniga Jul 13, 2026
d93825c
replace well_counter with well_control domain service and rename conf…
dJaniga Jul 14, 2026
b8b2003
add well_counter domain service and update injector references in tests
dJaniga Jul 14, 2026
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498 changes: 408 additions & 90 deletions README.md
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95 changes: 49 additions & 46 deletions benchmarks/rastrigin_benchmark.json
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Original file line number Diff line number Diff line change
@@ -1,62 +1,65 @@
{
"well_design": [
{
"well_name": "X1",
"initial_state": {
"well_type": "IWell",
"md": 10,
"md_step": 5.0,
"wellhead": {
"x": 2.0,
"y": -2.0,
"z": 0
}
},
"parameter_bounds": {
"wellhead": {
"x": {
"lb": -5.12,
"ub": 5.12
},
"y": {
"lb": -5.12,
"ub": 5.12
"domain_services": {
"benchmark_well_design": [
{
"name": "X1",
"initial_state": {
"wellhead": {
"x": 2.0,
"y": -2.0,
"z": 0.0
}
},
"parameter_bounds": {
"wellhead": {
"x": {
"lb": -5.12,
"ub": 5.12
},
"y": {
"lb": -5.12,
"ub": 5.12
}
}
}
}
},
{
"well_name": "X2",
"initial_state": {
"well_type": "IWell",
"md": 10,
"md_step": 5.0,
"wellhead": {
"x": -4.0,
"y": 3.1,
"z": 0
}
},
"parameter_bounds": {
"wellhead": {
"x": {
"lb": -5.12,
"ub": 5.12
},
"y": {
"lb": -5.12,
"ub": 5.12
{
"name": "X2",
"initial_state": {
"wellhead": {
"x": -4.0,
"y": 3.1,
"z": 0.0
}
},
"parameter_bounds": {
"wellhead": {
"x": {
"lb": -5.12,
"ub": 5.12
},
"y": {
"lb": -5.12,
"ub": 5.12
}
}
}
}
}
],
]
},
"optimization_parameters": {
"objectives": {
"y": "minimize"
},
"population_size": 100,
"max_generations": 1000,
"max_stall_generations": 1001
},
"plugins": {
"connector": "opendarts",
"optimizer": "pso",
"domain_services": [
"benchmark_well_design"
]
}
}
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2 changes: 1 addition & 1 deletion benchmarks/run_benchmark.py
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Original file line number Diff line number Diff line change
Expand Up @@ -19,7 +19,7 @@

def _get_control_vector(nested_cv: dict) -> np.ndarray:
"""Extract a flat coordinate array from a single nested control vector dict."""
well_design = nested_cv["well_design"]
well_design = nested_cv["benchmark_well_design"]
coords_flat = []
for _, well_data in well_design.items():
coords_flat.append(well_data["wellhead"]["x"])
Expand Down
95 changes: 49 additions & 46 deletions benchmarks/zdt1_benchmark.json
100755 → 100644
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Original file line number Diff line number Diff line change
@@ -1,56 +1,52 @@
{
"well_design": [
{
"well_name": "X1",
"initial_state": {
"well_type": "IWell",
"md": 10,
"md_step": 5.0,
"wellhead": {
"x": 0.3,
"y": 0.6,
"z": 0
}
},
"parameter_bounds": {
"wellhead": {
"x": {
"lb": 0.00,
"ub": 1.00
},
"y": {
"lb": 0.00,
"ub": 1.00
"domain_services": {
"benchmark_well_design": [
{
"name": "X1",
"initial_state": {
"wellhead": {
"x": 0.3,
"y": 0.6,
"z": 0.0
}
},
"parameter_bounds": {
"wellhead": {
"x": {
"lb": 0.0,
"ub": 1.0
},
"y": {
"lb": 0.0,
"ub": 1.0
}
}
}
}
},
{
"well_name": "X2",
"initial_state": {
"well_type": "IWell",
"md": 10,
"md_step": 5.0,
"wellhead": {
"x": 0.8,
"y": 0.5,
"z": 0
}
},
"parameter_bounds": {
"wellhead": {
"x": {
"lb": 0.00,
"ub": 1.00
},
"y": {
"lb": 0.00,
"ub": 1.00
{
"name": "X2",
"initial_state": {
"wellhead": {
"x": 0.8,
"y": 0.5,
"z": 0.0
}
},
"parameter_bounds": {
"wellhead": {
"x": {
"lb": 0.0,
"ub": 1.0
},
"y": {
"lb": 0.0,
"ub": 1.0
}
}
}
}
}
],
]
},
"optimization_parameters": {
"objectives": {
"f1": "minimize",
Expand All @@ -59,5 +55,12 @@
"population_size": 200,
"max_generations": 300,
"max_stall_generations": 301
},
"plugins": {
"connector": "opendarts",
"optimizer": "pso",
"domain_services": [
"benchmark_well_design"
]
}
}
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125 changes: 73 additions & 52 deletions examples/complex_model.json
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Original file line number Diff line number Diff line change
@@ -1,69 +1,90 @@
{
"run_mode": "optimization",
"well_design": [
{
"well_name": "INJ",
"initial_state": {
"well_type": "IWell",
"md": 4000.0,
"md_step": 1.0,
"wellhead": {
"x": 3460.0,
"y": 2900.0,
"z": 0.0
"plugins": {
"connector": "opendarts",
"optimizer": "pso",
"domain_services": ["well_design", "well_control"]
},
"domain_services": {
"well_control": [
{
"name": "INJ",
"initial_state": {
"flow_chop": 0.95
},
"perforations": {
"p1": {
"start_md": 3250.0,
"end_md": 3609.0
"parameter_bounds": {
"flow_chop": {
"lb": 0.8,
"ub": 1.0
}
}
},
"parameter_bounds": {
"wellhead": {
"x": {
"lb": 1250.0,
"ub": 3750.0
}
],
"well_design": [
{
"name": "INJ",
"initial_state": {
"well_type": "IWell",
"md": 4000.0,
"md_step": 1.0,
"wellhead": {
"x": 3460.0,
"y": 2900.0,
"z": 0.0
},
"y": {
"lb": 800.0,
"ub": 3200.0
"perforations": {
"p1": {
"start_md": 3250.0,
"end_md": 3609.0
}
}
}
}
},
{
"well_name": "PROD",
"initial_state": {
"well_type": "IWell",
"md": 4000.0,
"md_step": 1.0,
"wellhead": {
"x": 1800.0,
"y": 1950.0,
"z": 0.0
},
"perforations": {
"p1": {
"start_md": 3250.0,
"end_md": 3609.0
"parameter_bounds": {
"wellhead": {
"x": {
"lb": 1250.0,
"ub": 3750.0
},
"y": {
"lb": 800.0,
"ub": 3200.0
}
}
}
},
"parameter_bounds": {
"wellhead": {
"x": {
"lb": 1250.0,
"ub": 3750.0
{
"name": "PROD",
"initial_state": {
"well_type": "IWell",
"md": 4000.0,
"md_step": 1.0,
"wellhead": {
"x": 1800.0,
"y": 1950.0,
"z": 0.0
},
"y": {
"lb": 800.0,
"ub": 3200.0
"perforations": {
"p1": {
"start_md": 3250.0,
"end_md": 3609.0
}
}
},
"parameter_bounds": {
"wellhead": {
"x": {
"lb": 1250.0,
"ub": 3750.0
},
"y": {
"lb": 800.0,
"ub": 3200.0
}
}
}
}
}
],
]
},
"optimization_parameters": {
"objectives": {
"Heat": "maximize"
Expand All @@ -74,7 +95,7 @@
},
"simulation_config": {
"worker_simulation_timeout_seconds": 900,
"worker_count": 8,
"worker_count": 4,
"checkpoint_interval": 1
}
}
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