Merge model-development into main

app/simulation/examples/testmodel/run_test_mql_baseline.py

@@ -0,0 +1,77 @@
+from __future__ import annotations
+
+from dataclasses import dataclass, field
+from datetime import UTC, datetime
+from pathlib import Path
+
+from PythonModels.systems.test_mql_baseline import (
+    TestMqlBaselineRun,
+    run_test_mql_baseline_passthrough,
+)
+
+
+@dataclass(frozen=True)
+class TestMqlBaselinePathConfig:
+    archive_path: Path = field(
+        default_factory=lambda: Path(__file__).resolve().parents[2] / "AmesimModels" / "test_mql.ame"
+    )
+    output_dir: Path | None = None
+
+
+@dataclass(frozen=True)
+class TestMqlBaselineExecutionConfig:
+    write_summary: bool = True
+    data_paths: tuple[str, ...] | None = None
+
+
+@dataclass(frozen=True)
+class TestMqlBaselineScriptConfig:
+    paths: TestMqlBaselinePathConfig = field(default_factory=TestMqlBaselinePathConfig)
+    execution: TestMqlBaselineExecutionConfig = field(default_factory=TestMqlBaselineExecutionConfig)
+
+
+def _default_output_dir() -> Path:
+    pythonmodels_root = Path(__file__).resolve().parents[1]
+    timestamp = datetime.now(UTC).strftime("test_mql_baseline_%Y%m%d_%H%M%S_%f")
+    return pythonmodels_root / "runs" / timestamp
+
+
+def format_test_mql_baseline_summary(run: TestMqlBaselineRun) -> str:
+    return "\n".join(
+        [
+            "Model: test_mql",
+            "Mode: AMESim baseline passthrough",
+            f"Samples: {run.sample_count}",
+            f"Output schema signals: {run.output_schema.signal_count}",
+            f"Compared signals: {run.signal_count}",
+            f"Observation bindings: {run.observation_catalog.binding_count}",
+            f"Max absolute error: {run.comparison.max_abs_error}",
+            f"Max relative error: {run.comparison.max_rel_error}",
+        ]
+    ) + "\n"
+
+
+def run_test_mql_baseline(config: TestMqlBaselineScriptConfig | None = None):
+    config = config or TestMqlBaselineScriptConfig()
+    run = run_test_mql_baseline_passthrough(
+        config.paths.archive_path,
+        data_paths=config.execution.data_paths,
+    )
+    output_dir = config.paths.output_dir or _default_output_dir()
+    if config.execution.write_summary:
+        output_dir.mkdir(parents=True, exist_ok=True)
+        (output_dir / "test_mql_baseline_summary.txt").write_text(
+            format_test_mql_baseline_summary(run),
+            encoding="utf-8",
+        )
+    return run, output_dir
+
+
+def main() -> None:
+    run, output_dir = run_test_mql_baseline()
+    print(format_test_mql_baseline_summary(run), end="")
+    print(f"Output directory: {output_dir}")
+
+
+if __name__ == "__main__":
+    main()