Adding ert

ert/poly_example/.gitignore

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+simulations
+logs
+poly_out
+.ert_runpath_list

ert/poly_example/POLY_EVAL

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+EXECUTABLE poly_eval.py

ert/poly_example/coeff_priors

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+a UNIFORM 0 1
+b UNIFORM 0 2
+c UNIFORM 0 5

ert/poly_example/observations

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+GENERAL_OBSERVATION POLY_OBS {
+   DATA       = POLY_RES;
+   INDEX_LIST = 0,2,4,6,8;
+   OBS_FILE   = poly_obs_data.txt;
+};

ert/poly_example/poly.ert

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+NUM_REALIZATIONS 100
+
+QUEUE_SYSTEM LOCAL
+QUEUE_OPTION LOCAL MAX_RUNNING 50
+
+RUNPATH poly_out/realization-<IENS>/iter-<ITER>
+
+GEN_KW COEFFS coeff_priors
+
+GEN_DATA POLY_RES RESULT_FILE:poly.out
+
+OBS_CONFIG observations
+
+INSTALL_JOB poly_eval POLY_EVAL
+FORWARD_MODEL poly_eval

ert/poly_example/poly_eval.py

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+#!/usr/bin/env python
+
+import json
+
+with open("parameters.json", encoding="utf-8") as f:
+    coeffs = json.load(f)["COEFFS"]
+
+
+def evaluate(coeffs, x):
+    return coeffs["a"] * x**2 + coeffs["b"] * x + coeffs["c"]
+
+
+output = [evaluate(coeffs, x) for x in range(10)]
+with open("poly.out", "w", encoding="utf-8") as f:
+    f.write("\n".join(map(str, output)))

ert/poly_example/poly_obs_data.txt

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+2.1457049781272213 0.6
+8.769219841380755 1.4
+12.388014786122742 3.0
+25.600464531354252 5.4
+42.35204755970952 8.6

ert/poly_example/storage/.fs_version

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+index.json

ert/poly_example/storage/ensembles/3cdf5147-97f2-4e23-9830-f497d05c2aef/experiment/state_map.json

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+{"state_map": [2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2]}

ert/poly_example/storage/ensembles/3cdf5147-97f2-4e23-9830-f497d05c2aef/index.json

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+{"id": "3cdf5147-97f2-4e23-9830-f497d05c2aef", "experiment_id": "3cc18d7c-7a27-496c-9f10-0a9ebe0055c0", "ensemble_size": 100, "iteration": 0, "name": "default_0", "prior_ensemble_id": null, "started_at": "2024-02-08T19:13:40.750380"}

ert/poly_example/storage/experiments/3cc18d7c-7a27-496c-9f10-0a9ebe0055c0/parameter.json

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+{"COEFFS": {"name": "COEFFS", "forward_init": false, "template_file": null, "output_file": null, "transfer_function_definitions": ["a UNIFORM 0 1\n", "b UNIFORM 0 2\n", "c UNIFORM 0 5"], "forward_init_file": null, "template_file_path": null, "_ert_kind": "GenKwConfig"}}

ert/poly_example/storage/experiments/3cc18d7c-7a27-496c-9f10-0a9ebe0055c0/responses.json

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+{"POLY_RES": {"name": "POLY_RES", "input_file": "poly.out", "report_steps": null, "_ert_kind": "GenDataConfig"}}

ert/poly_example/storage/experiments/3cc18d7c-7a27-496c-9f10-0a9ebe0055c0/simulation_arguments.json

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+{"random_seed": null, "minimum_required_realizations": 100, "ensemble_size": 100, "stop_long_running": false, "active_realizations": [true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true, true], "target_case": "default_%d", "weights": "4, 2, 1", "restart_run": false, "prior_ensemble": ""}

ert/poly_example/storage/index.json

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+{"version": 4, "migrations": []}

ert/poly_example/storage/storage_server.json

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+{
+    "urls": [
+        "http://127.0.0.1:51825",
+        "http://James:51825",
+        "http://James.localdomain:51825"
+    ],
+    "authtoken": "d7C6tQai4JWvRnsE"
+}