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source: trunk/UTIL/PYTHON/planetoplot.py @ 448

Last change on this file since 448 was 448, checked in by aslmd, 13 years ago
GRAPHICS: coded a more rational way for contours and shaded plots. that is, no more need for call_contour and no more (or not too much) duplicates between contour part and shaded part. working well with static or animated plots.
Property svn:executable set to ``*
File size: 27.9 KB

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

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