DM-42043: add deltaSkyCorr plot to analysis_tools #174
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aemerywatkins
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| def __call__(self, data: KeyedData, **kwargs) -> Scalar: | ||
| if len(data[self.histKey.format(**kwargs)]) != 0: | ||
| hist = cast(Vector, data[self.histKey.format(**kwargs)]) |
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You don't really need any casts here, unless you are thinking histMedian should be typed with Vector Scalar etc.
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| @@ -246,3 +246,90 @@ def __call__(self, data: KeyedData, **kwargs) -> Scalar: | |||
| mask = self.getMask(**kwargs) | |||
| arr = cast(Vector, data[self.vectorKey.format(**kwargs)])[mask] | |||
| return cast(Scalar, np.nansum(arr)) | |||
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| class MedianHistAction(ScalarAction): | |||
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I think you also need to add MedianHistAction and IqrHistAction to the __all__.
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Done by @aemerywatkins.
| return med | ||
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| class IqrHistAction(ScalarAction): |
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My preference is for IQRHistAction, but I admit that this style is more in keeping with other aspects of the code base in this file (e.g., sigmaMad). I will leave it up to you as to your preference (also a question for @sr525).
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Also elsewhere where we use PsfFlux (for example) rather than PSFFlux. So my vote is for IqrHistAction.
| histKey = Field[str]("Key of frequency Vector to median") | ||
| midKey = Field[str]("Key of bin midpoints Vector to median") |
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I would remove the to median parts of the sentences here (and in the other class as well) - I think it reads better that way.
aemerywatkins
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| ------- | ||
| delta_skyCorr_hist : `dict`[`str`, `~numpy.ndarray`] | ||
| A dictionary containing the histogram values and bin lower/upper | ||
| edges for the skyCorr difference dataset. |
| defaultTemplates={"outputName": "deltaSkyCorr"}, | ||
| ): | ||
| data = ct.Input( | ||
| doc="tmp", |
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| class DeltaSkyCorrXYPlot(AnalysisTool): | ||
| parametrizeBands = False |
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Do we really not want this to not be done in every band?
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These are visit-level plot/metrics, so 1 visit = 1 band (i.e., there aren't multiple bands available).
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Discussed in an in-person chat, and agreed out of scope for this ticket.
leeskelvin
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Switch to ArrowNumpyDict storage class (LSK edits) Add bin_mid to output Add MedianHistAction; calc for deltaSkyCorr Add IqrHistAction; change to line plot Edits following review
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