| | |
|---|
| | | host=kwargs.get('host', None) |
|---|
| | | print("Demo analysis") |
|---|
| | | print("Analysis on host "+host['name']+" for run "+run.Dir.fullpath()+" completed") |
|---|
| | | print("here comes info on the run variable:") |
|---|
| | | print(run) |
|---|
| | | print("here comes info on the host variable:") |
|---|
| | | print(host) |
|---|
| | | print("here comes info on the args variable:") |
|---|
| | | print(kwargs.get('args',None)) |
|---|
| | | |
|---|
| | | def plothbar(run, **kwargs): |
|---|
| | | import matplotlib.pyplot as plt |
|---|
| | |
|---|
| | | #if return False or no return statement, the analysis will continue with next running instance in the list. if return True, the analysis will stop after this run. |
|---|
| | | return False |
|---|
| | | |
|---|
| | | def plotrunningavg(run, **kwargs): |
|---|
| | | def plotrunningavginteractive(run, **kwargs): |
|---|
| | | import matplotlib.pyplot as plt |
|---|
| | | from trisurf import VTKRendering as vtk |
|---|
| | | import math |
|---|
| | | from multiprocessing import Process |
|---|
| | | table=trisurf.Statistics(run.Dir.fullpath(),filename='data_tspoststat.csv').getTable() |
|---|
| | | def running_avg(col): |
|---|
| | | import numpy as np |
|---|
| | |
|---|
| | | for i in range(0,len(col)): |
|---|
| | | avg.append(np.average(col[:-i])) |
|---|
| | | return avg |
|---|
| | | def spawned_viewer(n): |
|---|
| | | vtk.Renderer(kwargs.get('args', None),kwargs.get('host',None),run, n) |
|---|
| | | |
|---|
| | | fig=plt.figure(1) |
|---|
| | | ra=running_avg(table['hbar']) |
|---|
| | | plt.plot(ra) |
|---|
| | | plt.title('Running average') |
|---|
| | | plt.ylabel('1/n sum_i=niter^n(hbar_i)') |
|---|
| | | plt.xlabel('n') |
|---|
| | | def onclick(event): |
|---|
| | | print('button=%d, x=%d, y=%d, xdata=%f, ydata=%f' % (event.button, event.x, event.y, event.xdata, event.ydata)) |
|---|
| | | p=Process(target=spawned_viewer, args=(math.floor(event.xdata)-1,)) |
|---|
| | | p.start() |
|---|
| | | cid = fig.canvas.mpl_connect('button_press_event', onclick) |
|---|
| | | plt.show() |
|---|
| | | |
|---|
| | | plt.close(1) |
|---|
| | | #start manager with configured runs |
|---|
| | | tsmgr.start(Runs, analyses={'analyze1':analyze, 'plotrunningavg':plotrunningavg, 'plothbar':plothbar}) |
|---|
| | | tsmgr.start(Runs, analyses={'analyze1':analyze, 'plotrunningavg':plotrunningavginteractive, 'plothbar':plothbar}) |
|---|
| | | |
|---|
| | | #statistics.combine(Runs) |
|---|
| | | #statistics.combine([Runs[1],Runs[2]]) |
|---|
