78 lines
2.5 KiB
Python
78 lines
2.5 KiB
Python
from __future__ import annotations
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from dataclasses import dataclass
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from pathlib import Path
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from app.simulation.reporting.amesim_results import AmesimResults, load_test_mql_amesim_results
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from app.simulation.reporting.test_mql_comparison import TestMqlComparisonResult
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from app.simulation.reporting.test_mql_observations import (
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TestMqlObservationCatalog,
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build_test_mql_observation_catalog,
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)
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from app.simulation.reporting.test_mql_output_schema import (
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TestMqlOutputSchema,
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build_test_mql_output_schema,
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)
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from app.simulation.reporting.test_mql_output_validation import (
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TestMqlValidatedOutput,
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compare_validated_test_mql_output,
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validate_test_mql_output,
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)
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@dataclass(frozen=True)
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class TestMqlBaselineRun:
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amesim_results: AmesimResults
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observation_catalog: TestMqlObservationCatalog
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output_schema: TestMqlOutputSchema
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output: TestMqlValidatedOutput
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comparison: TestMqlComparisonResult
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@property
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def sample_count(self) -> int:
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return len(self.output.times)
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@property
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def signal_count(self) -> int:
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return len(self.output.data_paths)
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def run_test_mql_baseline_passthrough(
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archive_path: Path,
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*,
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data_paths: tuple[str, ...] | list[str] | None = None,
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) -> TestMqlBaselineRun:
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amesim_results = load_test_mql_amesim_results(archive_path)
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observation_catalog = build_test_mql_observation_catalog(amesim_results)
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output_schema = build_test_mql_output_schema(
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amesim_results,
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observation_catalog=observation_catalog,
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)
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selected_paths = tuple(data_paths) if data_paths is not None else output_schema.data_paths()
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baseline_series = observation_catalog.baseline_series_by_data_path(
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amesim_results,
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selected_paths,
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)
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output = validate_test_mql_output(
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times=amesim_results.times,
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series_by_data_path=baseline_series,
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schema=output_schema,
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data_paths=selected_paths,
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require_all_schema_paths=data_paths is None,
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)
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comparison = compare_validated_test_mql_output(
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times=output.times,
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series_by_data_path=output.series_by_data_path,
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schema=output_schema,
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amesim_results=amesim_results,
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data_paths=output.data_paths,
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require_all_schema_paths=data_paths is None,
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)
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return TestMqlBaselineRun(
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amesim_results=amesim_results,
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observation_catalog=observation_catalog,
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output_schema=output_schema,
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output=output,
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comparison=comparison,
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)
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