def plot_ratio_vs_all_data_sbil(self):
ratio_vs_all_data_sbil = plotting.scatter_plot_from_pandas_frame(data_frame=self.__lin_data,
y_data_label=self.__label_ratio,
x_data_label=self.__sbil_label,
xlabel="SBIL [hz/" + r'$\mu$' + "b]",
ylabel=self.__label_ratio + " ratios",
ymin=setts.ratio_min, ymax=setts.ratio_max,
energy_year_label=self.__year_energy_label,
fig_size_shape='sq')
self.__plt_plots.append(['ratio_vs_all_data_sbil', ratio_vs_all_data_sbil.get_figure()])
def plot_stddev_vs_nls(self):
stddev_vs_nls = plotting.scatter_plot_from_pandas_frame(
data_frame=self.__data_file_pd,
y_data_label='stddev',
x_data_label='nls',
xlabel='NLS',
ylabel='Ratios Standard Deviation',
energy_year_label=self.__year_energy_label,
plot_style='c',
marker_size=1)
self.__plt_plots['by_nls_stddev_vs_nls'] = stddev_vs_nls.get_figure()
def plot_ratio_vs_run(self):
ratio_vs_run = plotting.scatter_plot_from_pandas_frame(
data_frame=self.common_data_filtered,
y_data_label=self.label_ratio,
x_data_label='run',
xlabel="Run Number",
ylabel=self.__label_ratio + " ratios",
ymin=setts.ratio_min,
ymax=setts.ratio_max,
energy_year_label=self.__year_energy_label)
self.__plt_plots.append(['by_ratio_vs_run', ratio_vs_run.get_figure()])
def plot_ratio_vs_lumi2(self):
ratio_vs_time = plotting.scatter_plot_from_pandas_frame(
data_frame=self.__common_data_filtered,
y_data_label=self.label_ratio,
x_data_label=self.accumulated_rec_lumi2_label,
xlabel="Integrated luminosity [$" + self.lumi_unit + "^{-1}$]",
ylabel=self.__label_ratio + " ratios",
ymin=setts.ratio_min,
ymax=setts.ratio_max,
energy_year_label=self.__year_energy_label)
self.__plt_plots.append(['ratio_vs_lumi2', ratio_vs_time.get_figure()])
def plot_ratio_vs_date(self):
ratio_vs_date = plotting.scatter_plot_from_pandas_frame(
data_frame=self.__common_data_filtered,
y_data_label=self.label_ratio,
x_data_label='date',
# xlabel='date',
ylabel=self.__label_ratio + " ratios",
ymin=setts.ratio_min,
ymax=setts.ratio_max,
energy_year_label=self.__year_energy_label)
self.__plt_plots.append(['ratio_vs_date', ratio_vs_date.get_figure()])
def plot_ratios_vs_run(self):
print('creating ratios_vs_run plot ...')
ratios_vs_run = plotting.scatter_plot_from_pandas_frame(
data_frame=self.combined_data,
y_data_label=self.__ratio_col_names,
x_data_label='run',
xlabel="run",
ylabel="ratios in " + str(self.__nls) + ' LS',
ymin=setts.ratio_min,
ymax=setts.ratio_max,
energy_year_label=self.__year_energy_label,
# legend_labels=self.__nls_ratio_plotting_labels
)
self.__plt_plots.append(['ratios_vs_run', ratios_vs_run.get_figure()])
def plot_nls_ratio_vs_fill(self):
ratio_vs_fill = plotting.scatter_plot_from_pandas_frame(
data_frame=self.common_data_filtered,
y_data_label=self.by_nls_label_ratio,
x_data_label='fill',
xlabel="Fill Number",
ylabel=self.__label_ratio + " ratios in " + str(self.__nls) +
' LS',
ymin=setts.ratio_min,
ymax=setts.ratio_max,
energy_year_label=self.__year_energy_label)
self.__plt_plots.append(
['by_nls_ratio_vs_fill',
ratio_vs_fill.get_figure()])
def plot_nls_ratios_vs_lumi3(self):
print('creating nls_ratios_vs_lumi3 plot ...')
nls_ratios_vs_lumi3 = plotting.scatter_plot_from_pandas_frame(
data_frame=self.combined_data,
y_data_label=self.__nls_ratio_col_names,
x_data_label=self.__lumi3_col_name,
ylabel="ratios in " + str(self.__nls) + ' LS',
xlabel="Integrated luminosity [$" + self.__lumi_unit + "^{-1}$]",
ymin=setts.ratio_min,
ymax=setts.ratio_max,
energy_year_label=self.__year_energy_label,
legend_labels=self.__ratio_plotting_labels)
self.__plt_plots.append(
['nls_ratios_vs_lumi3',
nls_ratios_vs_lumi3.get_figure()])