Add analysis_tools plot yaml

pipelines/coaddDiffMatchedQualityExtended.yaml

@@ -0,0 +1,86 @@
+description: |
+  Matched difference (multiprofit vs reference) plots/metrics
+parameters:
+  label_model: "MPF PS+Gauss"
+  name_model: "psgauss"
+  mag_x_min: 17
+  mag_x_max: 29
+  mag_diff_min: -1000
+  mag_diff_max: 1000
+  mag_chi_min: -5
+  mag_chi_max: 5
+tasks:
+  diff_matched_analysis:
+    class: lsst.analysis.tools.tasks.DiffMatchedAnalysisTask
+    config:
+      bands: ["g", "r", "i"]
+      connections.data: matched_truth_summary_objectTable_tract_multiprofit
+      connections.outputName: diff_matched_truth_summary_objectTable_tract_multiprofit
+
+      # plots
+      atools.matchedRefMagDiff: MatchedRefCoaddDiffMagPlot
+      atools.matchedRefMagDiff.fluxes_default.cmodel_err: model_err
+      atools.matchedRefMagDiff.produce.xLims: mag_x_lims
+      atools.matchedRefMagDiff.produce.yLims: mag_diff_lims
+
+      atools.matchedRefMagChi: MatchedRefCoaddDiffMagPlot
+      atools.matchedRefMagChi.fluxes_default.cmodel_err: model_err
+      atools.matchedRefMagChi.produce.xLims: mag_x_lims
+      atools.matchedRefMagChi.produce.yLims: mag_chi_lims
+      atools.matchedRefMagChi.compute_chi: true
+
+      # atools.matchedRefPositionXDiff: MatchedRefCoaddDiffPositionPlot
+      # atools.matchedRefPositionXDiff.variable: x
+
+      # atools.matchedRefPositionYDiff: MatchedRefCoaddDiffPositionPlot
+      # atools.matchedRefPositionYDiff.variable: y
+
+      python: |
+        from lsst.analysis.tools.atools.diffMatched import (
+          MatchedRefCoaddDiffMagMetric,
+          MatchedRefCoaddDiffPositionMetric,
+          MatchedRefCoaddDiffMagPlot,
+          MatchedRefCoaddDiffPositionPlot,
+        )
+        from lsst.analysis.tools.atools.genericBuild import FluxConfig
+        model_err = FluxConfig(
+          band_format = "{key}",
+          name_flux = parameters.label_model,
+          key_flux = f"mpf_{parameters.name_model}_{{band}}_flux",
+          key_flux_error = "{key_flux}_err"
+        )
+        mag_x_lims = (float(parameters.mag_x_min), float(parameters.mag_x_max))
+        mag_diff_lims = (float(parameters.mag_diff_min), float(parameters.mag_diff_max))
+        mag_chi_lims = (float(parameters.mag_chi_min), float(parameters.mag_chi_max))
+        """
+          atools.matchedRefPositionXChi: MatchedRefCoaddDiffPositionPlot
+          atools.matchedRefPositionXChi.variable: x
+          atools.matchedRefPositionXChi.compute_chi: true
+    
+          atools.matchedRefPositionYDiff: MatchedRefCoaddDiffPositionPlot
+          atools.matchedRefPositionYDiff.variable: y
+
+          atools.matchedRefPositionYChi: MatchedRefCoaddDiffPositionPlot
+          atools.matchedRefPositionYChi.variable: y
+          atools.matchedRefPositionYChi.compute_chi: true
+
+          # metrics
+          atools.matchedRefCModelMagDiffMetric: MatchedRefCoaddDiffMagMetric
+
+          atools.matchedRefMagChiMetric: MatchedRefCoaddDiffMagMetric
+          atools.matchedRefMagChiMetric.compute_chi: true
+
+          atools.matchedRefPositionXDiffMetric: MatchedRefCoaddDiffPositionMetric
+          atools.matchedRefPositionXDiffMetric.variable: x
+
+          atools.matchedRefPositionXChiMetric: MatchedRefCoaddDiffPositionMetric
+          atools.matchedRefPositionXChiMetric.variable: x
+          atools.matchedRefPositionXChiMetric.compute_chi: true
+
+          atools.matchedRefPositionYDiffMetric: MatchedRefCoaddDiffPositionMetric
+          atools.matchedRefPositionYDiffMetric.variable: y
+
+          atools.matchedRefPositionYChiMetric: MatchedRefCoaddDiffPositionMetric
+          atools.matchedRefPositionYChiMetric.variable: y
+          atools.matchedRefPositionYChiMetric.compute_chi: true
+        """