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+27
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onnx_diagnostic/helpers/log_helper.py

Lines changed: 27 additions & 8 deletions
Original file line numberDiff line numberDiff line change
@@ -312,6 +312,11 @@ def load(self, verbose: int = 0):
312312
print(f"[CubeLogs.load] done, shape={self.shape}")
313313
return self
314314

315+
def _process_formula(
316+
self, formula: Union[str, Callable[[pandas.DataFrame], pandas.Series]]
317+
) -> Callable[[pandas.DataFrame], pandas.Series]:
318+
return formula
319+
315320
@property
316321
def shape(self) -> Tuple[int, int]:
317322
"Returns the shape."
@@ -650,22 +655,36 @@ class CubeLogsPerformance(CubeLogs):
650655
def __init__(
651656
self,
652657
data: Any,
653-
time: str = "date",
654-
keys: Sequence[str] = ("version_.*", "model_.*"),
655-
values: Sequence[str] = ("time_.*", "disc_.*", "ERR_.*"),
656-
ignored: Sequence[str] = (),
657-
recent: bool = False,
658+
time: str = "DATE",
659+
keys: Sequence[str] = (
660+
"^version_.*",
661+
"^model_.*",
662+
"providers",
663+
"opt_patterns",
664+
"suite",
665+
"memory_peak",
666+
"machine",
667+
"exporter",
668+
"dynamic",
669+
"rtopt",
670+
"dtype",
671+
"device",
672+
"architecture",
673+
),
674+
values: Sequence[str] = ("^time_.*", "^disc.*", "^ERR_.*", "CMD", "^ITER"),
675+
ignored: Sequence[str] = ("version_python",),
676+
recent: bool = True,
658677
formulas: Optional[
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Dict[str, Union[str, Callable[[pandas.DataFrame], pandas.Series]]]
660-
] = None,
679+
] = ("speedup", "bucket[speedup]", "ERR1"),
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):
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self._data = data
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self._time = time
664683
self._keys = keys
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self._values = values
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self._ignored = ignored
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self.recent = recent
668-
self._formulas = formulas
687+
self._formulas = formulas # type: ignore[assignment]
669688

670689
def _process_formula(
671690
self, formula: Union[str, Callable[[pandas.DataFrame], pandas.Series]]
@@ -793,7 +812,7 @@ def make_view_def(self, name: str) -> CubeViewDef:
793812
),
794813
ignore_unique=True,
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key_agg=["model_name"],
796-
agg_args="mean"
815+
agg_args="mean",
797816
)
798817
if name == "disc":
799818
return CubeViewDef(

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