/
goodness.py
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/
goodness.py
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""" Goodness sections """
#***************************************************************************************************
# Copyright 2015, 2019 National Technology & Engineering Solutions of Sandia, LLC (NTESS).
# Under the terms of Contract DE-NA0003525 with NTESS, the U.S. Government retains certain rights
# in this software.
# Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except
# in compliance with the License. You may obtain a copy of the License at
# http://www.apache.org/licenses/LICENSE-2.0 or in the LICENSE file in the root pyGSTi directory.
#***************************************************************************************************
from pygsti.report.section import Section as _Section
class GoodnessSection(_Section):
_HTML_TEMPLATE = 'tabs/Goodness.html'
@_Section.figure_factory(1)
def final_model_fit_colorscatter_plot(workspace, switchboard=None, linlog_percentile=5, comm=None, bgcolor='white',
**kwargs):
return workspace.ColorBoxPlot(
switchboard.objfn_builder_modvi, switchboard.circuits_final,
switchboard.modvi_ds, switchboard.mdl_current_modvi,
linlg_pcntle=linlog_percentile / 100,
typ="scatter", comm=comm, bgcolor=bgcolor
)
@_Section.figure_factory(4)
def final_model_fit_progress_table(workspace, switchboard=None, max_lengths=None, comm=None, **kwargs):
return workspace.FitComparisonTable(
max_lengths, switchboard.circuits_all, switchboard.mdl_all_modvi,
switchboard.modvi_ds, switchboard.objfn_builder_modvi, 'L', comm=comm
)
@_Section.figure_factory(4)
def final_model_fit_progress_bar_plot(workspace, switchboard=None, max_lengths=None, comm=None, **kwargs):
return workspace.FitComparisonBarPlot(
max_lengths, switchboard.circuits_all, switchboard.mdl_all_modvi,
switchboard.modvi_ds, switchboard.objfn_builder_modvi, 'L', comm=comm
)
class GoodnessColorBoxPlotSection(_Section):
_HTML_TEMPLATE = 'tabs/Goodness_colorboxplot.html'
@_Section.figure_factory(1)
def final_model_fit_colorbox_plot(workspace, switchboard=None, linlog_percentile=5, brevity=0, comm=None,
bgcolor='white', **kwargs):
qty = workspace.ColorBoxPlot(
switchboard.objfn_builder_modvi, switchboard.circuits_current,
switchboard.modvi_ds, switchboard.mdl_current_modvi,
linlg_pcntle=linlog_percentile / 100, comm=comm, bgcolor=bgcolor
)
if brevity < 1:
qty.set_render_options(click_to_display=False, valign='bottom')
return qty
@_Section.figure_factory(1)
def final_model_tvd_colorbox_plot(workspace, switchboard=None, brevity=0, comm=None, bgcolor='white', **kwargs):
qty = workspace.ColorBoxPlot(
'tvd', switchboard.circuits_current, switchboard.modvi_ds, switchboard.mdl_current_modvi,
comm=comm, bgcolor=bgcolor
)
if brevity < 1:
qty.set_render_options(click_to_display=False, valign='bottom')
return qty
@_Section.figure_factory()
def maxlength_switchboard1(workspace, switchboard=None, switchbd_maxlengths=None, **kwargs):
maxLView = [False, False, False, len(switchbd_maxlengths) > 1]
return switchboard.view(maxLView, 'v6')
class GoodnessScalingSection(_Section):
_HTML_TEMPLATE = 'tabs/Goodness_scaling.html'
@_Section.figure_factory(1)
def final_model_fit_colorscatter_plot_scl(workspace, switchboard=None, linlog_percentile=5, comm=None,
bgcolor='white', **kwargs):
return workspace.ColorBoxPlot(
switchboard.objfn_builder, switchboard.circuits_current,
switchboard.eff_ds, switchboard.mdl_current,
linlg_pcntle=linlog_percentile / 100,
typ="scatter", comm=comm, bgcolor=bgcolor
)
@_Section.figure_factory(1)
def final_model_fit_colorbox_plot_scl(workspace, switchboard=None, linlog_percentile=5, brevity=0, comm=None,
bgcolor='white', **kwargs):
qty = workspace.ColorBoxPlot(
switchboard.objfn_builder, switchboard.circuits_current,
switchboard.eff_ds, switchboard.mdl_current,
linlg_pcntle=linlog_percentile / 100,
comm=comm, bgcolor=bgcolor
)
if brevity < 1:
qty.set_render_options(click_to_display=False, valign='bottom')
return qty
@_Section.figure_factory()
def final_model_fit_histogram_scl(workspace, switchboard=None, linlog_percentile=5, comm=None, bgcolor='white',
**kwargs):
return workspace.ColorBoxPlot(
switchboard.objfn_builder, switchboard.circuits_current,
switchboard.eff_ds, switchboard.mdl_current,
linlg_pcntle=linlog_percentile / 100,
typ="histogram", comm=comm, bgcolor=bgcolor
)
@_Section.figure_factory(4)
def final_model_fit_progress_table_scl(workspace, switchboard=None, max_lengths=None, comm=None, **kwargs):
return workspace.FitComparisonTable(
max_lengths, switchboard.circuits_all, switchboard.mdl_all,
switchboard.eff_ds, switchboard.objfn_builder, 'L', comm=comm
)
@_Section.figure_factory(4)
def final_model_fit_progress_bar_plot_scl(workspace, switchboard=None, max_lengths=None, comm=None, **kwargs):
return workspace.FitComparisonBarPlot(
max_lengths, switchboard.circuits_all, switchboard.mdl_all,
switchboard.eff_ds, switchboard.objfn_builder, 'L', comm=comm
)
@_Section.figure_factory(1)
def data_scaling_colorbox_plot(workspace, switchboard=None, comm=None, bgcolor='white', **kwargs):
return workspace.ColorBoxPlot(
'scaling', switchboard.circuits_final, switchboard.eff_ds, None,
submatrices=switchboard.scaled_submxs_dict, comm=comm,
bgcolor=bgcolor
)
class GoodnessUnmodeledSection(_Section):
_HTML_TEMPLATE = 'tabs/Goodness_unmodeled.html'
@_Section.figure_factory(1)
def unmodeled_error_budget_table(workspace, switchboard=None, **kwargs):
return workspace.WildcardBudgetTable(switchboard.wildcard_budget)
@_Section.figure_factory(1)
def unmodeled_error_ddist_bar_plot(workspace, switchboard=None, **kwargs):
return workspace.WildcardSingleScaleBarPlot(switchboard.wildcard_budget, reference_name='Diamond Distance')
@_Section.figure_factory(4)
def final_model_fit_progress_bar_plot_ume(workspace, switchboard=None, max_lengths=None, comm=None, **kwargs):
return workspace.FitComparisonBarPlot(
max_lengths, switchboard.circuits_all, switchboard.mdl_all,
switchboard.modvi_ds, switchboard.objfn_builder_modvi, 'L',
wildcard=switchboard.wildcard_budget, comm=comm
)
@_Section.figure_factory(4)
def final_model_fit_progress_table_ume(workspace, switchboard=None, max_lengths=None, comm=None, **kwargs):
return workspace.FitComparisonTable(
max_lengths, switchboard.circuits_all, switchboard.mdl_all,
switchboard.modvi_ds, switchboard.objfn_builder_modvi, 'L',
wildcard=switchboard.wildcard_budget, comm=comm
)
@_Section.figure_factory()
def final_model_fit_histogram_ume(workspace, switchboard=None, linlog_percentile=5, comm=None, bgcolor='white',
**kwargs):
return workspace.ColorBoxPlot(
switchboard.objfn_builder_modvi, switchboard.circuits_current,
switchboard.modvi_ds, switchboard.mdl_current,
linlg_pcntle=linlog_percentile / 100,
typ="histogram", wildcard=switchboard.wildcard_budget,
comm=comm, bgcolor=bgcolor
)
@_Section.figure_factory(1)
def final_model_fit_colorbox_plot_ume(workspace, switchboard=None, linlog_percentile=5, brevity=0, comm=None,
bgcolor='white', **kwargs):
qty = workspace.ColorBoxPlot(
switchboard.objfn_builder_modvi, switchboard.circuits_current,
switchboard.modvi_ds, switchboard.mdl_current,
linlg_pcntle=linlog_percentile / 100,
wildcard=switchboard.wildcard_budget, comm=comm,
bgcolor=bgcolor
)
if brevity < 1:
qty.set_render_options(click_to_display=False, valign='bottom')
return qty
@_Section.figure_factory(1)
def final_model_fit_colorscatter_plot_ume(workspace, switchboard=None, linlog_percentile=5, comm=None,
bgcolor='white', **kwargs):
return workspace.ColorBoxPlot(
switchboard.objfn_builder_modvi, switchboard.circuits_current,
switchboard.modvi_ds, switchboard.mdl_current,
linlg_pcntle=linlog_percentile / 100, typ="scatter",
wildcard=switchboard.wildcard_budget, comm=comm,
bgcolor=bgcolor
)