def do_plot(self, line): keys = matchItems(line, self.summaryKeys()) if len(keys) == 0: self.lastCommandFailed("Must have at least one Summary key") return False case_list = self.shellContext()["plot_settings"].getCurrentPlotCases() for key in keys: plot = ShellPlot(key) for case_name in case_list: data = SummaryCollector.loadAllSummaryData( self.ert(), case_name, [key]) if not data.empty: plot.plot(data, value_column=key, legend_label=case_name) if len( case_list ) > 0 and SummaryObservationCollector.summaryKeyHasObservations( self.ert(), key): observation_data = SummaryObservationCollector.loadObservationData( self.ert(), case_list[0], [key]) if not observation_data.empty: plot.plotObservations(observation_data, value_column=key) plot.showLegend()
def do_plot(self, line): keys = matchItems(line, self.fetchSupportedKeys()) if len(keys) == 0: self.lastCommandFailed("Must have at least one GenData key") return False case_list = self.shellContext()["plot_settings"].getCurrentPlotCases() for key in keys: key, report_step = key.split("@", 1) report_step = int(report_step) plot = ShellPlot("%s at report step: %d" %(key, report_step)) for case_name in case_list: data = GenDataCollector.loadGenData(self.ert(), case_name, key, report_step) if not data.empty: plot.plotGenData(data, legend_label=case_name) obs_key = GenDataObservationCollector.getObservationKeyForDataKey(self.ert(), key, report_step) if obs_key is not None: obs_data = GenDataObservationCollector.loadGenDataObservations(self.ert(), case_name, [obs_key]) if not obs_data.empty: plot.plotObservations(obs_data, obs_key) plot.showLegend()
def do_print(self, line): keys = matchItems(line, self.fetchSupportedKeys()) if len(keys) == 0: self.lastCommandFailed("Must have at least one GenKW key") return False case_name = self.ert().getEnkfFsManager().getCurrentFileSystem().getCaseName() data = GenKwCollector.loadAllGenKwData(self.ert(), case_name, keys) print(data)
def do_histogram(self, line): keys = matchItems(line, self.fetchSupportedKeys()) if len(keys) == 0: print("Error: Must have at least one GenKW key") return False case_list = self.shellContext()["plot_settings"].getCurrentPlotCases() for key in keys: for case_name in case_list: data = GenKwCollector.loadAllGenKwData(self.ert(), case_name, [key]) plot = ShellPlot(key) plot.histogram(data, key, log_on_x=key.startswith("LOG10_"))
def do_print(self, line): keys = matchItems(line, self.fetchSupportedKeys()) if len(keys) == 0: self.lastCommandFailed("Must have at least one GenData key") return False case_name = self.ert().getEnkfFsManager().getCurrentFileSystem().getCaseName() for key in keys: key, report_step = key.split("@", 1) report_step = int(report_step) data = GenDataCollector.loadGenData(self.ert(), case_name, key, report_step) print(data)
def do_histogram(self, line): keys = matchItems(line, self.fetchSupportedKeys()) if len(keys) == 0: self.lastCommandFailed("Must have at least one GenKW key") return False case_list = self.shellContext()["plot_settings"].getCurrentPlotCases() for key in keys: for case_name in case_list: data = GenKwCollector.loadAllGenKwData(self.ert(), case_name, [key]) if not data.empty: plot = ShellPlot(key) plot.histogram(data, key, log_on_x=key.startswith("LOG10_"))
def do_density(self, line): keys = matchItems(line, self.fetchSupportedKeys()) if len(keys) == 0: print("Error: Must have at least one GenKW key") return False case_list = self.shellContext()["plot_settings"].getCurrentPlotCases() for key in keys: plot = ShellPlot(key) for case_name in case_list: data = GenKwCollector.loadAllGenKwData(self.ert(), case_name, [key]) plot.density(data, key, legend_label=case_name) plot.showLegend()
def do_density(self, line): keys = matchItems(line, self.fetchSupportedKeys()) if len(keys) == 0: self.lastCommandFailed("Must have at least one GenKW key") return False case_list = self.shellContext()["plot_settings"].getCurrentPlotCases() for key in keys: plot = ShellPlot(key) for case_name in case_list: data = GenKwCollector.loadAllGenKwData(self.ert(), case_name, [key]) if not data.empty: plot.density(data, key, legend_label=case_name) plot.showLegend()
def do_plot_area(self, line): keys = matchItems(line, self.summaryKeys()) if len(keys) == 0: print("Error: Must have at least one Summary key") return False case_list = self.shellContext()["plot_settings"].getCurrentPlotCases() for key in keys: plot = ShellPlot(key) for case_name in case_list: data = SummaryCollector.loadAllSummaryData(self.ert(), case_name, [key]) plot.plotArea(data, value_column=key, legend_label=case_name) if len(case_list) > 0 and SummaryObservationCollector.summaryKeyHasObservations(self.ert(), key): observation_data = SummaryObservationCollector.loadObservationData(self.ert(), case_list[0], [key]) plot.plotObservations(observation_data, value_column=key) plot.showLegend()