Coverage for python/lsst/analysis/tools/actions/keyedData/summaryStatistics.py: 62%

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1# This file is part of analysis_tools. 

2# 

3# Developed for the LSST Data Management System. 

4# This product includes software developed by the LSST Project 

5# (https://www.lsst.org). 

6# See the COPYRIGHT file at the top-level directory of this distribution 

7# for details of code ownership. 

8# 

9# This program is free software: you can redistribute it and/or modify 

10# it under the terms of the GNU General Public License as published by 

11# the Free Software Foundation, either version 3 of the License, or 

12# (at your option) any later version. 

13# 

14# This program is distributed in the hope that it will be useful, 

15# but WITHOUT ANY WARRANTY; without even the implied warranty of 

16# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the 

17# GNU General Public License for more details. 

18# 

19# You should have received a copy of the GNU General Public License 

20# along with this program. If not, see <https://www.gnu.org/licenses/>. 

21from __future__ import annotations 

22 

23__all__ = ("SummaryStatisticAction",) 

24 

25from lsst.pex.config import Field 

26 

27from ...interfaces import KeyedData 

28from ..scalar import CountAction, MedianAction, SigmaMadAction 

29from .keyedDataActions import KeyedScalars 

30 

31 

32class SummaryStatisticAction(KeyedScalars): 

33 vectorKey = Field[str](doc="Column key to compute scalars") 

34 

35 def setDefaults(self): 

36 super().setDefaults() 

37 self.scalarActions.median = MedianAction(vectorKey=self.vectorKey) 

38 self.scalarActions.sigmaMad = SigmaMadAction(vectorKey=self.vectorKey) 

39 self.scalarActions.count = CountAction(vectorKey=self.vectorKey) 

40 

41 def __call__(self, data: KeyedData, **kwargs) -> KeyedData: 

42 mask = kwargs.get("mask") 

43 return super().__call__(data, **(kwargs | dict(mask=mask)))