def hourly_seasonal_diurnal_pattern(self,
df_cpu_dic,
df_gpu_dic,
ylabel=None,
shareX=None,
title=None,
savefig_title=None):
# Get daily_per_seasonal diurnal analysis
df_cpu_covid = self.__get_hourly_seasonal_df(df_cpu_dic['covid'])
df_cpu_non_covid = self.__get_hourly_seasonal_df(
df_cpu_dic['non_covid'])
df_gpu_covid = self.__get_hourly_seasonal_df(df_gpu_dic['covid'])
df_gpu_non_covid = self.__get_hourly_seasonal_df(
df_gpu_dic['non_covid'])
GenerateDefaultGraph(title=title,
savefig_title=savefig_title,
ylabel=ylabel).figure_hourly_seasonal(
df_cpu_dic={
'covid': df_cpu_covid,
'non_covid': df_cpu_non_covid
},
df_gpu_dic={
'covid': df_gpu_covid,
'non_covid': df_gpu_non_covid
},
)
def rack_analysis_barplot(self):
GenerateDefaultGraph(ylabel=self.ylabel,
title=self.title,
savefig_title=self.savefig_title +
"rack_analysis_barpot").rack_analysis_barplot(
df_dic={
'covid': self.df_covid,
'non_covid': self.df_non_covid,
})
def hourly_monthly_diurnal_pattern(self, df_cpu, df_gpu, month_dic, ylabel,
savefig_title, title):
GenerateDefaultGraph(savefig_title=savefig_title,
title=title,
ylabel=ylabel).figure_hourly_monthly(
df_cpu=df_cpu,
df_gpu=df_gpu,
month_dic=month_dic,
)
def daily_monthly_diurnal_pattern(self, df_cpu, df_gpu, month_dic,
savefig_title, ylabel, title):
GenerateDefaultGraph(title=title,
savefig_title=savefig_title,
ylabel=ylabel).figure_daily_per_monthly(
df_cpu=df_cpu,
df_gpu=df_gpu,
month_dic=month_dic,
)
def CDF_plot(self):
GenerateDefaultGraph(savefig_title=self.savefig_title + "cdf",
title=self.title,
ylabel=self.ylabel).CDF_plot(
ax_cpu_dic={
'covid': self.df_cpu_covid.mean(),
'non-covid': self.df_cpu_non_covid.mean()
},
ax_gpu_dic={
'covid': self.df_gpu_covid.mean(),
'non-covid': self.df_gpu_non_covid.mean()
},
)
def rack_analysis_barplots(self):
GenerateDefaultGraph(ylabel=self.ylabel,
title=self.title,
savefig_title=self.savefig_title +
"rack_analysis").rack_analysis_barplots(
df_cpu_dic={
'covid': self.df_cpu_covid,
'non_covid': self.df_cpu_non_covid,
},
df_gpu_dic={
'covid': self.df_gpu_covid,
'non_covid': self.df_gpu_non_covid
})
def entire_period_analysis(self):
GenerateDefaultGraph(ylabel=self.ylabel,
title=self.title,
savefig_title=self.savefig_title +
"entire_period").entire_period_analysis(
df_cpu=self.df_cpu, df_gpu=self.df_gpu)