t.set_fontsize(16) fig.autofmt_xdate() #fig.savefig('images/plot_fake_timeseries.svg',bbox_inches='tight', pad_inches=0.5) print('') print('find_holes(df.ts, df.data)') print(timestamps.find_holes(df.ts,df.data)) print('') print('timestamps.audit(df.ts, df.data,talk_to_me=True):') timestamps.audit(df.ts, df.data,talk_to_me=True) print('') print('timestamps.describe(df.ts, df.data):') timestamps.describe(df.ts, df.data) print('') print('timestamps.trim(df.ts, df.data):') df=timestamps.trim(df.ts,df.data) print(df) print('') print('timestamps.fill_data(df.ts, df.data,max_hole_duration=2):') df = timestamps.fill_data(df.ts, df.data, max_hole_duration=2) print(df) fig, ax = plt.subplots(figsize=(10,5)) ax.plot(df.ts,df.data,'r--o',lw=2,label='Filled') ax.plot(df_initial.ts,df_initial.data,'-o',lw=2,label='Initial') ax.set_ylim([-1.5,1.5])
#for t in ax.get_yticklabels(): # t.set_fontsize(16) #fig.autofmt_xdate() ##fig.savefig('images/plot_fake_timeseries.svg',bbox_inches='tight', pad_inches=0.5) print('') print('find_holes(df)') print(timestamps.find_holes(df)) print('') print('timestamps.audit(df,talk_to_me=True):') timestamps.audit(df, talk_to_me=True) print('') print('timestamps.describe(df):') timestamps.describe(df) print('') print('timestamps.trim(df):') df = timestamps.trim(df) print(df) print('') print('timestamps.fill_data(df,max_hole_duration=2):') df = timestamps.fill_data(df, max_hole_duration=2) print(df) #fig, ax = plt.subplots(figsize=(10,5)) #ax.plot(df.ts,df.data,'r--o',lw=2,label='Filled') #ax.plot(df_initial.ts,df_initial.data,'-o',lw=2,label='Initial') #ax.set_ylim([-1.5,1.5])
# t.set_fontsize(16) #fig.autofmt_xdate() ##fig.savefig('images/plot_fake_timeseries.svg',bbox_inches='tight', pad_inches=0.5) print('') print('find_holes(df)') print(timestamps.find_holes(df)) print('') print('timestamps.audit(df,talk_to_me=True):') timestamps.audit(df,talk_to_me=True) print('') print('timestamps.describe(df):') timestamps.describe(df) print('') print('timestamps.trim(df):') df=timestamps.trim(df) print(df) print('') print('timestamps.fill_data(df,max_hole_duration=2):') df = timestamps.fill_data(df, max_hole_duration=2) print(df) #fig, ax = plt.subplots(figsize=(10,5)) #ax.plot(df.ts,df.data,'r--o',lw=2,label='Filled') #ax.plot(df_initial.ts,df_initial.data,'-o',lw=2,label='Initial') #ax.set_ylim([-1.5,1.5])