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source: trunk/UTIL/PYTHON/planetoplot.py @ 464

Last change on this file since 464 was 464, checked in by acolaitis, 13 years ago
Changed name of the gcm utilities wrapper to gcm_transformations.py. Added hrecast to it, though there are no options yet in pp.py. hrecast will be used in mcs.py and in a future tes.py. It can be implemented in pp.py easily. Added --latreverse option to mcs.py to output files with a south_north latitude axis, as in the data.
Property svn:executable set to ``*
File size: 30.8 KB

Line
1	#######################
2	##### PLANETOPLOT #####
3	#######################
4
5	### A. Spiga -- LMD -- 06~09/2011 -- General building and mapping capabilities
6	### T. Navarro -- LMD -- 10~11/2011 -- Improved use for GCM and added sections + 1Dplot capabilities
7	### A. Colaitis -- LMD -- 11/2011 -- Mostly minor improvements and inter-plot operation capabilities + zrecast interpolation for gcm
8	### A. Spiga -- LMD -- 11~12/2011 -- Extended multivar subplot capabilities + cosmetic changes + general cleaning and tests
9	### A. Colaitis -- LMD -- 12/2011 -- Added movie capability [mencoder must be installed]
10	### A. Spiga -- LMD -- 12/2011 -- Added HTML animated page capability + general tests of consistency [winds, etc...]
11
12	def planetoplot (namefiles,\
13	level=0,\
14	vertmode=0,\
15	proj=None,\
16	back=None,\
17	target=None,
18	stride=3,\
19	var=None,\
20	colorb="def",\
21	winds=False,\
22	addchar=None,\
23	interv=[0,1],\
24	vmin=None,\
25	vmax=None,\
26	tile=False,\
27	zoom=None,\
28	display=True,\
29	hole=False,\
30	save="gui",\
31	anomaly=False,\
32	var2=None,\
33	ndiv=10,\
34	mult=1.,\
35	zetitle="fill",\
36	slon=None,\
37	slat=None,\
38	svert=None,\
39	stime=None,\
40	outputname=None,\
41	resolution=200,\
42	ope=None,\
43	fileref=None,\
44	minop=0.,\
45	maxop=0.,\
46	titleref="fill",\
47	invert_y=False,\
48	xaxis=[None,None],\
49	yaxis=[None,None],\
50	ylog=False,\
51	yintegral=False,\
52	blat=None,\
53	blon=None,\
54	tsat=False,\
55	flagnolow=False,\
56	mrate=None,\
57	mquality=False,\
58	trans=1,\
59	zarea=None):
60
61
62	####################################################################################################################
63	### Colorbars http://www.scipy.org/Cookbook/Matplotlib/Show_colormaps?action=AttachFile&do=get&target=colormaps3.png
64
65	#################################
66	### Load librairies and functions
67	from netCDF4 import Dataset
68	from myplot import getcoord2d,define_proj,makeplotres,simplinterv,vectorfield,ptitle,latinterv,getproj,wrfinterv,dumpbdy,\
69	fmtvar,definecolorvec,defcolorb,getprefix,putpoints,calculate_bounds,errormess,definesubplot,\
70	zoomset,getcoorddef,getwinddef,whatkindfile,reducefield,bounds,getstralt,getfield,smooth,nolow,\
71	getname,localtime,polarinterv,getsindex,define_axis,determineplot,readslices,bidimfind,getlschar,hole_bounds
72	from mymath import deg,max,min,mean,get_tsat,writeascii,fig2data,fig2img
73	import matplotlib as mpl
74	from matplotlib.pyplot import contour,contourf, subplot, figure, rcParams, savefig, colorbar, pcolor, show, plot, clabel, title, close, legend
75	from matplotlib.cm import get_cmap
76	import numpy as np
77	from numpy.core.defchararray import find
78	from videosink import VideoSink
79	import subprocess
80
81	################################
82	### Preliminary stuff
83	################################
84	print "********************************************"
85	print "******** WELCOME TO PLANETOPLOT ********"
86	print "********************************************"
87	if not isinstance(namefiles, np.ndarray): namefiles = [namefiles]
88	if not isinstance(var, np.ndarray): var = [var]
89
90	################################
91	### Which plot needs to be done?
92	################################
93	nlon, nlat, nvert, ntime, mapmode, nslices = determineplot(slon, slat, svert, stime)
94	vlon = None ; vlat = None
95	if slon is not None: vlon = slon[0][0]
96	if slat is not None: vlat = slat[0][0]
97	if mapmode == 0: winds=False
98	elif mapmode == 1:
99	if svert is None: svert = readslices(str(level)) ; nvert=1
100	if stime is None and mrate is None:
101	stime = readslices(str(0)) ; ntime=1 ## this is a default choice
102	print "WELL... nothing about time axis. I took default: first time reference stored in file."
103	if mrate is not None and len(var) > 1: errormess("multivar not allowed in movies. should be fixed soon!")
104	zelen = len(namefiles)*len(var)
105	numplot = zelen*nslices
106	print "********** FILES, SLICES, VARS, TOTAL PLOTS: ", len(namefiles), nslices, len(var), numplot
107	if ope is not None:
108	if fileref is not None: zelen = zelen + 2
109	elif "var" in ope: zelen = zelen + 1
110	all_var = [[]]zelen ; all_var2 = [[]]zelen ; all_title = [[]]zelen ; all_varname = [[]]zelen ; all_namefile = [[]]zelen ; all_time = [[]]zelen ; all_windu = [[]]zelen ; all_windv = [[]]zelen
111
112	#################################################################################################
113	### Loop over the files + vars initially separated by commas to be plotted on the same figure ###
114	#################################################################################################
115	k = 0 ; firstfile = True
116	for nnn in range(len(namefiles)):
117	for vvv in range(len(var)):
118
119	print "********** LOOP..... THIS IS SUBPLOT NUMBER.....",k
120
121	######################
122	### Load NETCDF object
123	namefile = namefiles[nnn] ; print "********** THE NAMEFILE IS....", namefile
124	nc = Dataset(namefile)
125
126	##################################
127	### Initial checks and definitions
128	### ... TYPEFILE
129	typefile = whatkindfile(nc)
130	if typefile in ['mesoideal']: mapmode=0;winds=False
131	if firstfile: print "********** MAPMODE: ", mapmode
132	if firstfile: typefile0 = typefile
133	elif typefile != typefile0: errormess("Not the same kind of files !", [typefile0, typefile])
134	### ... VAR
135	varname=var[vvv]
136	print "********** THE VAR IS....",varname, var2
137	if varname not in nc.variables: varname = False
138	### ... WINDS
139	if winds:
140	[uchar,vchar,metwind] = getwinddef(nc)
141	if uchar == 'not found': winds = False
142	if not varname and not winds: errormess("please set at least winds or var",printvar=nc.variables)
143	### ... COORDINATES, could be moved below
144	[lon2d,lat2d] = getcoorddef(nc)
145	### ... PROJECTION
146	if ((proj == None) and (typefile not in ['mesoideal'])): proj = getproj(nc)
147
148	##########################################################
149	if typefile == "gcm":
150	lat = nc.variables["latitude"][:] ; lon = nc.variables["longitude"][:]
151	if "Time" in nc.variables: time = nc.variables["Time"][:]
152	elif "time" in nc.variables: time = nc.variables["time"][:]
153	else: errormess("no time axis found.")
154	vert = nc.variables["altitude"][:]
155	elif typefile in ['meso','mesoapi','geo','mesoideal']:
156	### the following lines are kind of dirty... not possible to ask for several lats and lons
157	if vlon is not None or vlat is not None: indices = bidimfind(lon2d,lat2d,vlon,vlat) ; print '********** INDICES: ', indices
158	if slon is not None: slon[0][0] = indices[0] ; slon[0][1] = indices[0]
159	if slat is not None: slat[0][0] = indices[1] ; slat[0][1] = indices[1]
160	if varname in ['PHTOT','W']: vertdim='BOTTOM-TOP_PATCH_END_STAG'
161	else: vertdim='BOTTOM-TOP_PATCH_END_UNSTAG'
162	if (var2 is not None and var2 not in ['PHTOT','W']):
163	vertdim='BOTTOM-TOP_PATCH_END_UNSTAG'
164	dumped_vert_stag=True
165	else: dumped_vert_stag=False
166	if varname in ['V']: latdim='SOUTH-NORTH_PATCH_END_STAG'
167	else: latdim='SOUTH-NORTH_PATCH_END_UNSTAG'
168	if varname in ['U']: londim='WEST-EAST_PATCH_END_STAG'
169	else: londim='WEST-EAST_PATCH_END_UNSTAG'
170	lon = np.arange(0,getattr(nc,londim),1) ; lat = np.arange(0,getattr(nc,latdim),1)
171	if "Times" in nc.variables:time = np.arange(0,len(nc.variables["Times"]),1)
172	elif "Time" in nc.variables:time = np.arange(0,len(nc.variables["Time"]),1)
173	if typefile in ['geo']: vert = [0.] ; stime = readslices(str(0))
174	else:
175	if vertmode is None: vertmode=0
176	if vertmode == 0: vert = np.arange(0,getattr(nc,vertdim),1)
177	else: vert = nc.variables["vert"][:]
178	#if firstfile:
179	# lat0 = lat
180	#elif len(lat0) != len(lat):
181	# errormess("Not the same latitude lengths !", [len(lat0), len(lat)])
182	#elif sum((lat == lat0) == False) != 0:
183	# errormess("Not the same latitudes !", [lat,lat0])
184	## Faire d'autre checks sur les compatibilites entre fichiers!!
185	##########################################################
186
187	if firstfile:
188	##########################
189	### Define plot boundaries
190	### todo: possible areas in latinterv in argument (ex: "Far_South_Pole")
191	if proj in ["npstere","spstere"]: [wlon,wlat] = polarinterv(lon2d,lat2d)
192	elif proj in ["lcc","laea"]: [wlon,wlat] = wrfinterv(lon2d,lat2d)
193	else: [wlon,wlat] = simplinterv(lon2d,lat2d)
194	if zoom: [wlon,wlat] = zoomset(wlon,wlat,zoom)
195	elif zarea is not None: [wlon,wlat] = latinterv(area=zarea)
196
197	all_varname[k] = varname
198	all_namefile[k] = namefile
199	all_time[k] = time
200	if var2: all_var2[k] = getfield(nc,var2)
201	if winds: all_windu[k] = getfield(nc,uchar) ; all_windv[k] = getfield(nc,vchar)
202	##### SPECIFIC
203	if varname in ["temp","t","T_nadir_nit","T_nadir_day","temp_day","temp_night"] and tsat:
204	tt=getfield(nc,varname) ; print "computing Tsat-T, I ASSUME Z-AXIS IS PRESSURE"
205	if type(tt).__name__=='MaskedArray': tt.set_fill_value([np.NaN]) ; tinput=tt.filled()
206	else: tinput=tt
207	all_var[k]=get_tsat(vert,tinput,zlon=lon,zlat=lat,zalt=vert,ztime=time)
208	else:
209	##### GENERAL STUFF HERE
210	all_var[k] = getfield(nc,varname)
211	print "********** all_var[k].shape", all_var[k].shape
212	k += 1
213	firstfile = False
214	#### End of for namefile in namefiles
215
216	##################################
217	### Operation on files
218	if ope is not None:
219	print ope
220	if "var" not in ope:
221	if len(var) > 1: errormess("for this operation... please set only one var !")
222	if ope in ["-","+","-%"]:
223	if fileref is not None: all_var[k] = getfield(Dataset(fileref),all_varname[k-1]) ; all_varname[k] = all_varname[k-1] ; all_time[k] = all_time[k-1] ; all_namefile[k] = all_namefile[k-1]
224	else: errormess("fileref is missing!")
225	if ope == "-": all_var[k+1]= all_var[k-1] - all_var[k]
226	elif ope == "+": all_var[k+1]= all_var[k-1] + all_var[k]
227	elif ope == "-%": all_var[k+1]= 100.*(all_var[k-1] + all_var[k])/all_var[k]
228	all_varname[k+1] = all_varname[k] ; all_time[k+1] = all_time[k] ; all_namefile[k+1] = all_namefile[k] ; numplot = numplot+2
229	elif ope in ["cat"]:
230	tab = all_var[0];k = 1
231	if var2: tab2 = all_var2[0]
232	while k != len(namefiles):
233	if var2: tab2 = np.append(tab2,all_var2[k],axis=0)
234	tab = np.append(tab,all_var[k],axis=0) ; k += 1
235	all_time[0] = np.arange(0,len(tab),1) ### AS: time reference is too simplistic, should be better
236	all_var[0] = np.array(tab) ; numplot = 1
237	if var2: all_var2[0] = np.array(tab2)
238	else: errormess(ope+" : non-implemented operation. Check pp.py --help")
239	else:
240	if len(namefiles) > 1: errormess("for this operation... please set only one file !")
241	if len(var) > 2: errormess("not sure this works for more than 2 vars... please check.")
242	if ope in ["div_var"]: all_var[k] = all_var[k-2] / all_var[k-1] ; insert = '_div_'
243	elif ope in ["mul_var"]: all_var[k] = all_var[k-2] * all_var[k-1] ; insert = '_mul_'
244	elif ope in ["add_var"]: all_var[k] = all_var[k-2] + all_var[k-1] ; insert = '_add_'
245	elif ope in ["sub_var"]: all_var[k] = all_var[k-2] - all_var[k-1] ; insert = '_sub_'
246	else: errormess(ope+" : non-implemented operation. Check pp.py --help")
247	numplot = numplot + 1 ; all_time[k] = all_time[k-1] ; all_namefile[k] = all_namefile[k-1]
248	all_varname[k] = all_varname[k-2] + insert + all_varname[k-1]
249	##################################
250	### Open a figure and set subplots
251	fig = figure()
252	subv,subh = definesubplot( numplot, fig )
253	if ope in ['-','-%']: subv,subh = 2,2
254
255	#################################
256	### Time loop for plotting device
257	nplot = 1 ; error = False
258	print "********************************************"
259	while error is False:
260
261	print "********** NPLOT", nplot
262	if nplot > numplot: break
263
264	####################################################################
265	## get all indexes to be taken into account for this subplot and then reduce field
266	## We plot 1) all lon slices 2) all lat slices 3) all vert slices 4) all time slices and then go to the next slice
267	indexlon = getsindex(slon,(nplot-1)%nlon,lon)
268	indexlat = getsindex(slat,((nplot-1)//nlon)%nlat,lat)
269	indexvert = getsindex(svert,((nplot-1)//(nlon*nlat))%nvert,vert)
270	if ope is not None:
271	if fileref is not None: index_f = ((nplot-1)//(nlonnlatnvert*ntime))%(len(namefiles)+2) ## OK only 1 var, see test in the beginning
272	elif "var" in ope: index_f = ((nplot-1)//(nlonnlatnvert*ntime))%(len(var)+1) ## OK only 1 file, see test in the beginning
273	elif "cat" in ope: index_f = 0
274	else: yeah = len(namefiles)len(var) ; index_f = ((nplot-1)//(nlonnlatnvertntime))%yeah
275	time = all_time[index_f]
276	if stime is not None:
277	if stime[0][0] < 0:
278	if typefile in ['mesoapi','meso']:
279	for i in range(len(time)): time[i] = localtime ( interv[0]+time[i]interv[1], 0.5(wlon[0]+wlon[1]) )
280	print "OK... WORKING WITH LOCAL TIMES"
281	else: errormess("local times not supported. not too hard to modify the code though.")
282	if mrate is not None: indextime = None
283	else: indextime = getsindex(stime,((nplot-1)//(nlonnlatnvert))%ntime,time)
284	ltst = None
285	if typefile in ['mesoapi','meso'] and indextime is not None: ltst = localtime ( interv[0]+indextimeinterv[1], 0.5(wlon[0]+wlon[1]) )
286	print "********** index lon, lat, vert, time ",indexlon,indexlat,indexvert,indextime
287	####################################################################
288	error = False
289	varname = all_varname[index_f]
290	if varname: ### what is shaded.
291	what_I_plot, error = reducefield( all_var[index_f], d4=indextime, d1=indexlon, d2=indexlat, d3=indexvert, \
292	yint=yintegral, alt=vert, anomaly=anomaly )
293	what_I_plot = what_I_plot*mult
294	if var2: ### what is contoured.
295	what_I_plot_contour, error = reducefield( all_var2[index_f], d4=indextime, d1=indexlon, d2=indexlat , d3=indexvert, \
296	yint=yintegral, alt=vert )
297	if winds: ### what is plot as vectors.
298	vecx, error = reducefield( all_windu[index_f], d4=indextime, d3=indexvert, yint=yintegral, alt=vert)
299	vecy, error = reducefield( all_windv[index_f], d4=indextime, d3=indexvert, yint=yintegral, alt=vert)
300	####################################################################
301	### General plot settings
302	changesubplot = (numplot > 1) and (len(what_I_plot.shape) != 1) ## default for 1D plots: superimposed. to be reworked for better flexibility.
303	if changesubplot: subplot(subv,subh,nplot)
304	### Map projection
305	if mapmode == 1: m = define_proj(proj,wlon,wlat,back=back,blat=blat,blon=blon) ; x, y = m(lon2d, lat2d)
306	elif mapmode ==0: m = None ; x = None ; y = None
307	####################################################################
308
309	if not error:
310	ticks = ndiv + 1
311	fvar = varname
312	if anomaly: fvar = 'anomaly'
313	if mapmode == 0:
314	itime=indextime
315	if len(what_I_plot.shape) is 3:itime=[0]
316	what_I_plot, x, y = define_axis(lon,lat,vert,time,indexlon,indexlat,indexvert,\
317	itime,what_I_plot, len(all_var[index_f].shape),vertmode)
318	zxmin, zxmax = xaxis ; zymin, zymax = yaxis
319	if zxmin is not None: mpl.pyplot.xlim(xmin=zxmin)
320	if zxmax is not None: mpl.pyplot.xlim(xmax=zxmax)
321	if zymin is not None: mpl.pyplot.ylim(ymin=zymin)
322	if zymax is not None: mpl.pyplot.ylim(ymax=zymax)
323	if invert_y: lima,limb = mpl.pyplot.ylim() ; mpl.pyplot.ylim(limb,lima)
324	if ylog: mpl.pyplot.semilogy()
325
326	if (fileref is not None) and (index_f is numplot-1): zevmin, zevmax = calculate_bounds(what_I_plot,vmin=minop,vmax=maxop)
327	else: zevmin, zevmax = calculate_bounds(what_I_plot,vmin=vmin,vmax=vmax)
328	if colorb in ["def","nobar"]: palette = get_cmap(name=defcolorb(fvar.upper()))
329	elif (fileref is not None) and (index_f is numplot-1): palette = get_cmap(name="RdBu_r")
330	else: palette = get_cmap(name=colorb)
331
332	##### simple 2D field and movies of 2D fields
333	if len(what_I_plot.shape) >= 2:
334	if (len(what_I_plot.shape) is 3 and mrate is None): errormess("3D field. Use --rate RATE for movie or specify --time TIME. Exit.")
335	if mrate is not None: iend=len(time)-1
336	else: iend=0
337	imov = 0
338	if var2: which = "contour" ## have to start with contours rather than shading
339	else: which = "regular"
340	while imov <= iend:
341	print "-> frame ",imov+1, which
342	if which == "regular":
343	if mrate is None: what_I_plot_frame = what_I_plot
344	else: what_I_plot_frame = what_I_plot[imov,:,:]
345	if winds:
346	if mrate is None: vecx_frame = vecx ; vecy_frame = vecy
347	else: vecx_frame = vecx[imov,:,:] ; vecy_frame = vecy[imov,:,:]
348	elif which == "contour":
349	if mrate is None or what_I_plot_contour.ndim < 3: what_I_plot_frame = what_I_plot_contour
350	else: what_I_plot_frame = what_I_plot_contour[imov,:,:]
351	if mrate is not None:
352	if mapmode == 1:
353	m = define_proj(proj,wlon,wlat,back=back,blat=blat,blon=blon) ## this is dirty, defined above but out of imov loop
354	x, y = m(lon2d, lat2d) ## this is dirty, defined above but out of imov loop
355	if typefile in ['mesoapi','meso'] and mapmode == 1: what_I_plot_frame = dumpbdy(what_I_plot_frame,6,condition=True)
356	# if typefile in ['mesoideal']: what_I_plot_frame = dumpbdy(what_I_plot_frame,0,stag='W',condition=dumped_vert_stag)
357
358	if imov >= 0:
359	# Renew axis directives for movie frames which are not the first one.
360	zxmin, zxmax = xaxis ; zymin, zymax = yaxis
361	if zxmin is not None: mpl.pyplot.xlim(xmin=zxmin)
362	if zxmax is not None: mpl.pyplot.xlim(xmax=zxmax)
363	if zymin is not None: mpl.pyplot.ylim(ymin=zymin)
364	if zymax is not None: mpl.pyplot.ylim(ymax=zymax)
365	if invert_y: lima,limb = mpl.pyplot.ylim() ; mpl.pyplot.ylim(limb,lima)
366	if ylog: mpl.pyplot.semilogy()
367
368	if which == "regular":
369	if hole: what_I_plot_frame = hole_bounds(what_I_plot_frame,zevmin,zevmax)
370	else: what_I_plot_frame = bounds(what_I_plot_frame,zevmin,zevmax)
371	if flagnolow: what_I_plot_frame = nolow(what_I_plot_frame)
372	if not tile:
373	#zelevels = np.linspace(zevmin(1. + 1.e-7),zevmax(1. - 1.e-7)) #,num=20)
374	zelevels = np.linspace(zevmin,zevmax,num=ticks)
375	if mapmode == 1: m.contourf( x, y, what_I_plot_frame, zelevels, cmap = palette, alpha=trans)
376	elif mapmode == 0: contourf( x, y, what_I_plot_frame, zelevels, cmap = palette, alpha=trans)
377	else:
378	if mapmode == 1: m.pcolor( x, y, what_I_plot_frame, cmap = palette, vmin=zevmin, vmax=zevmax, alpha=trans)
379	elif mapmode == 0: pcolor( x, y, what_I_plot_frame, cmap = palette, vmin=zevmin, vmax=zevmax, alpha=trans)
380	if colorb != 'nobar':
381	if (fileref is not None) and (index_f is numplot-1): daformat = "%.3f"
382	else: daformat = fmtvar(fvar.upper())
383	colorbar( fraction=0.05,pad=0.03,format=daformat,\
384	ticks=np.linspace(zevmin,zevmax,num=min([ticks/2+1,20])),extend='neither',spacing='proportional' )
385	if winds:
386	if typefile in ['mesoapi','meso']:
387	[vecx_frame,vecy_frame] = [dumpbdy(vecx_frame,6,stag=uchar,condition=True), dumpbdy(vecy_frame,6,stag=vchar,condition=True)]
388	key = True
389	elif typefile in ['gcm']:
390	key = False
391	if metwind: [vecx_frame,vecy_frame] = m.rotate_vector(vecx_frame, vecy_frame, lon2d, lat2d)
392	if var: colorvec = definecolorvec(back)
393	else: colorvec = definecolorvec(colorb)
394	vectorfield(vecx_frame, vecy_frame, x, y, stride=stride, csmooth=2,\
395	#scale=15., factor=300., color=colorvec, key=key)
396	scale=20., factor=250., color=colorvec, key=key)
397	#200. ## or csmooth=stride
398	elif which == "contour":
399	zevminc, zevmaxc = calculate_bounds(what_I_plot_frame)
400	zelevels = np.linspace(zevminc,zevmaxc,ticks/2) #20)
401	if var2 == 'HGT': zelevels = np.arange(-10000.,30000.,2000.)
402	if mapmode == 0:
403	what_I_plot_frame, x, y = define_axis( lon,lat,vert,time,indexlon,indexlat,indexvert,\
404	itime,what_I_plot_frame, len(all_var2[index_f].shape),vertmode )
405	cs = contour( x,y,what_I_plot_frame, zelevels, colors='k', linewidths = 1 ) #0.33 colors='w' )# , alpha=0.5)
406	elif mapmode == 1: cs = m.contour( x,y,what_I_plot_frame, zelevels, colors='k', linewidths = 1 ) #0.33 colors='w' )# , alpha=0.5)
407
408
409	if which == "regular":
410	if mrate is not None:
411	### THIS IS A MENCODER MOVIE
412	if mrate > 0:
413	figframe=mpl.pyplot.gcf()
414	if mquality: figframe.set_dpi(600.)
415	else: figframe.set_dpi(200.)
416	mframe=fig2img(figframe)
417	if imov == 0:
418	moviename='movie' ;W,H = figframe.canvas.get_width_height()
419	video = VideoSink((H,W), moviename, rate=mrate, byteorder="rgba")
420	video.run(mframe) ; close()
421	if imov == iend: video.close()
422	### THIS IS A WEBPAGE MOVIE
423	else:
424	nameframe = "image"+str(1000+imov)
425	makeplotres(nameframe,res=100.,disp=False) ; close()
426	if imov == 0: myfile = open("zepics", 'w')
427	myfile.write("modImages["+str(imov)+"] = '"+nameframe+"_100.png';"+ '\n')
428	if imov == iend:
429	myfile.write("first_image = 0;"+ '\n')
430	myfile.write("last_image = "+str(iend)+";"+ '\n')
431	myfile.close()
432	if var2: which = "contour"
433	imov = imov+1
434	elif which == "contour":
435	which = "regular"
436
437	##### 1D field
438	elif len(what_I_plot.shape) is 1:
439	lbl = ""
440	if indexlat is not None: lbl = lbl + " ix" + str(indexlat)
441	if indexlon is not None: lbl = lbl + " iy" + str(indexlon)
442	if indexvert is not None: lbl = lbl + " iz" + str(indexvert)
443	if indextime is not None: lbl = lbl + " it" + str(indextime)
444
445	if indexvert is not None: plot(x,what_I_plot,label=lbl) ## regular plot
446	else: plot(what_I_plot,x,label=lbl) ## vertical profile
447	legend(loc='best')
448	if save == 'txt': writeascii(np.transpose(what_I_plot),'profile'+str(nplot)+'.txt')
449
450	#### Other cases: (maybe plot 3-D field one day ??)
451	else:
452	print "WARNING!!! ",len(what_I_plot.shape),"-D PLOT NOT SUPPORTED !!! dimensions: ",what_I_plot.shape
453	errormess("Are you sure you did not forget to prescribe a dimension ?")
454	else:
455	errormess("There is an error in reducing field !")
456
457	### Next subplot
458	basename = getname(var=varname,winds=winds,anomaly=anomaly)
459	if len(what_I_plot.shape) > 3:
460	basename = basename + getstralt(nc,level)
461	if mrate is not None: basename = "movie_" + basename
462	if typefile in ['mesoapi','meso']:
463	if slon is not None: basename = basename + "_lon_" + str(int(lon2d[indices[1],indices[0]]))
464	if slat is not None: basename = basename + "_lat_" + str(int(lat2d[indices[1],indices[0]]))
465	plottitle = basename
466	if addchar: [addchar,gogol,gogol2] = getlschar ( all_namefile[index_f] ) ; plottitle = plottitle + addchar
467	if ltst is not None and ( (mapmode == 0) or (proj in ["lcc","laea","merc","nsper"]) ): plottitle = plottitle + "_LT" + str(ltst)
468	else:
469	if fileref is not None:
470	if index_f is numplot-1: plottitle = basename+' '+"fig(1) "+ope+" fig(2)"
471	elif index_f is numplot-2: plottitle = basename+' '+fileref
472	else: plottitle = basename+' '+namefiles[0]#index_f]
473	else: plottitle = basename+' '+namefiles[0]#index_f]
474	if mult != 1: plottitle = str(mult) + "*" + plottitle
475	if zetitle != "fill":
476	plottitle = zetitle
477	if titleref is "fill": titleref=zetitle
478	if fileref is not None:
479	if index_f is numplot-2: plottitle = titleref
480	if index_f is numplot-1: plottitle = "fig(1) "+ope+" fig(2)"
481	# if indexlon is not None: plottitle = plottitle + " lon: " + str(min(lon[indexlon])) +" "+ str(max(lon[indexlon]))
482	# if indexlat is not None: plottitle = plottitle + " lat: " + str(min(lat[indexlat])) +" "+ str(max(lat[indexlat]))
483	# if indexvert is not None: plottitle = plottitle + " vert: " + str(min(vert[indexvert])) +" "+ str(max(vert[indexvert]))
484	# if indextime is not None: plottitle = plottitle + " time: " + str(min(time[indextime])) +" "+ str(max(time[indextime]))
485	title( plottitle )
486	if nplot >= numplot: error = True
487	nplot += 1
488
489
490
491
492
493
494
495
496	##########################################################################
497	### Save the figure in a file in the data folder or an user-defined folder
498	if outputname is None:
499	if typefile in ['meso','mesoapi']: prefix = getprefix(nc)
500	elif typefile in ['gcm']: prefix = 'LMD_GCM_'
501	else: prefix = ''
502	###
503	zeplot = prefix + basename
504	if addchar: zeplot = zeplot + addchar
505	if numplot <= 0: zeplot = zeplot + "_LT"+str(abs(numplot))
506	###
507	if not target: zeplot = namefile[0:find(namefile,'wrfout')] + zeplot
508	else: zeplot = target + "/" + zeplot
509	###
510	else:
511	zeplot=outputname
512
513	if mrate is None:
514	pad_inches_value = 0.35
515	print "********** SAVE ", save
516	if save == 'png':
517	if display: makeplotres(zeplot,res=100.,pad_inches_value=pad_inches_value) #,erase=True) ## a miniature
518	makeplotres(zeplot,res=resolution,pad_inches_value=pad_inches_value,disp=False)
519	elif save in ['eps','svg','pdf']: makeplotres(zeplot,pad_inches_value=pad_inches_value,disp=False,ext=save)
520	elif save == 'gui': show()
521	elif save == 'txt': print "Saved results in txt file."
522	else:
523	print "INFO: save mode not supported. using gui instead."
524	show()
525
526	###################################
527	#### Getting more out of this video -- PROBLEMS WITH CREATED VIDEOS
528	#
529	#if mrate is not None:
530	# print "Re-encoding movie.. first pass"
531	# video.first_pass(filename=moviename,quality=mquality,rate=mrate)
532	# print "Re-encoding movie.. second pass"
533	# video.second_pass(filename=moviename,quality=mquality,rate=mrate)
534
535	###############
536	### Now the end
537	return zeplot

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