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How to use set_outdir method in tappy
Best Python code snippet using tappy_python
plottypes.py
Source:plottypes.py 
...36 except OSError as exc: # Python >2.537 if exc.errno == errno.EEXIST:38 pass39 else: raise40def set_outdir(plot_info,outdir,domain,datatype='field'):41 if plot_info == None:42 return None43 outdir_dom = os.path.join(outdir,44 plot_info['source_short'],45 str(plot_info['date']),46 suf3(plot_info['time'],suf=2),47 plot_info['shortname'],48 str(plot_info['level']),49 datatype,50 domain)51 return outdir_dom52def prec_plot(grib_index,grib_index_previous,source,map_list,outdir = './'):53 #print 'oprec_ploty',grib_index54 print 'intprec'55 intprec = get_grib_plotinfo(grib_index,settings.PCP_i,source)56 print 'accprec',settings.PCP_acc57 accprec = get_grib_plotinfo(grib_index,settings.PCP_acc,source)58 print 'accprec_prev'59 accprec_prev = get_grib_plotinfo(grib_index_previous,settings.PCP_acc,source)60 print 'intsnow'61 intsnow = get_grib_plotinfo(grib_index,settings.SNOW,source,par = 'int')62 print 'accsnow'63 accsnow = get_grib_plotinfo(grib_index,settings.SNOW,source)64 accsnow_prev = get_grib_plotinfo(grib_index_previous,settings.SNOW,source)65 intgraup = get_grib_plotinfo(grib_index,settings.GRAUP,source,par='int')66 accgraup = get_grib_plotinfo(grib_index,settings.GRAUP,source)67 accgraup_prev = get_grib_plotinfo(grib_index_previous,settings.GRAUP,source)68 #print intprec['values']; sys.exit(0)69 #print accprec['values']; sys.exit(0)70 71 totalprecint = None72 if None not in (intprec,intgraup,intsnow):73 totalprecint = intprec.copy()74 totalprecint['values'] = 3.6e3 * ( intprec['values'] * 1. + intgraup['values'] * 1. + intsnow['values'] )75 elif intprec is not None:76 totalprecint = intprec.copy()77 totalprecint['values'] = 3.6e3 * ( intprec['values']) 78 totalaccprec = None79 if accprec:80 totalaccprec = accprec.copy()81 totalaccsolid = accprec.copy()82 totalaccsolid['name'] = 'Solid precipitation'83 totalaccsolid['shortname'] = 'solid'84 if None not in (accprec_prev,accgraup_prev,accsnow_prev): 85 totalaccprec['values'] = accprec['values'] + accgraup['values'] + accsnow['values'] \86 - accprec_prev['values'] - accgraup_prev['values'] - accsnow_prev['values']87 88 totalaccsolid['values'] = accgraup['values'] + accsnow['values'] \89 - accgraup_prev['values'] - accsnow_prev['values']90 elif accgraup and accsnow:91 totalaccprec['values'] = accprec['values'] + accgraup['values'] + accsnow['values'] 92 totalaccsolid['values'] = accgraup['values'] + accsnow['values'] 93 elif accprec_prev is not None:94 totalaccprec['values'] = accprec['values'] - accprec_prev['values']95 totalaccsolid = None96 else:97 totalaccprec['values'] = accprec['values']98 totalaccsolid = None99 else:100 print 'No accprec? ',accprec,grib_index_previous; #sys.exit(0)101 for domain in map_list:102 outdir_dom = set_outdir(intprec,outdir,domain)103 contourplot(intprec,domain = domain,outdir = outdir_dom)104 if 0:105 outdir_dom = set_outdir(accprec,outdir,domain)106 contourplot(accprec,domain = domain,outdir = outdir_dom)107 108 if totalprecint:109 outdir_dom = set_outdir(totalprecint,outdir,domain)110 contourplot(totalprecint,domain = domain,outdir = outdir_dom)111 if totalaccprec:112 outdir_dom = set_outdir(totalaccprec,outdir,domain)113 contourplot(totalaccprec,domain = domain,outdir = outdir_dom)114 115 outdir_dom = set_outdir(totalaccsolid,outdir,domain)116 contourplot(totalaccsolid,domain = domain,outdir = outdir_dom)117 118 return 'Done'119def temp_plot(grib_index,source,map_list,outdir = './'):120 t2m = get_grib_plotinfo(grib_index,settings.T2M,source)121 try:122 t2m['values'] = t2m['values'] - 273.15123 except:124 print 'No temp output'125 return None126 relh = get_grib_plotinfo(grib_index,settings.RELH,source)127 for domain in map_list:128 outdir_dom = set_outdir(t2m,outdir,domain)129 contourplot(t2m,domain = domain,outdir = outdir_dom)130 return 0131def cloud_plot(grib_index,source,map_list,outdir = './'):132 clc = get_grib_plotinfo(grib_index,settings.CLOUD,source)133 brtemp = get_grib_plotinfo(grib_index,settings.BRTEMP,source) # 118 8 sfc 39680 0134 # process:135 try:136 brtemp['values'] = numpy.power( -1 * 17636684 * brtemp['values'], 1/4.) - 273.15137 except:138 print 'No brightness temperature output'139 for domain in map_list:140 outdir_dom = set_outdir(clc,outdir,domain)141 contourplot(clc,domain = domain,outdir = outdir_dom,lsmask_colour = 'red')142 outdir_dom = set_outdir(brtemp,outdir,domain)143 contourplot(brtemp,domain = domain,outdir = outdir_dom,lsmask_colour = 'red')144def vis_plot(grib_index,source,map_list,outdir = './',ftree = True):145 def take_lowest_ml(setting):146 mlset = copy.deepcopy(setting)147 mlset['leveltype'] = 109148 mlset['level'] = 60149 mlset['tr_ind'] = 0150 return mlset151 152 #print settings.PCP_acc153 #print type(settings.PCP_acc)154 #print take_lowest_ml(settings.PCP_acc)155 #print take_lowest_ml(settings.SNOW)156 #sys.exit(1)157 settings.PCP_acc['time'] = 'ml'158 settings.SNOW['time'] = 'ml'159 settings.GRAUP['time'] = 'ml'160 clwat = get_grib_plotinfo(grib_index,settings.CLWAT,source) 161 tpcp = get_grib_plotinfo(grib_index,take_lowest_ml(settings.PCP_acc),source,par = 'ml') 162 tsnow = get_grib_plotinfo(grib_index,take_lowest_ml(settings.SNOW),source,par = 'ml')163 tgraup = get_grib_plotinfo(grib_index,take_lowest_ml(settings.GRAUP),source,par = 'ml')164 if None in (clwat,tpcp,tsnow,tgraup):165 print 'No visibility output ',source['shortname'] 166 return None167 else:168 vis = clwat.copy()169 # # make sure that arguments of power are non-negative, using numpy.select170 dl = 0.171 #dl = 1.e-16172 extinction = (173 144.7 * numpy.power(numpy.select([clwat['values']<0.,clwat['values'] >=0],174 [dl,1.2e3*clwat['values']] ),0.88) + 175 1.1 * numpy.power(numpy.select([tpcp['values']<0.,tpcp['values']>=0],176 [dl,1.2e3*tpcp['values']]),0.75) +177 10.4 * numpy.power(numpy.select([tsnow['values']<0.,tsnow['values']>=0],178 [dl,1.2e3*tsnow['values']]),0.78) + 179 2.4 * numpy.power(numpy.select([tgraup['values']<0.,tgraup['values']>=0],180 [dl,1.2e3*tgraup['values']]),0.78)181 )182 183 vis['values'] = 1000.*3.912 / (extinction + dl) # -ln(0.02) * 1000 / extinction184 185 # get available plot settings186 vis = param_lists.set_plotsettings(settings.VIS,vis)187 188 for domain in map_list:189 if ftree:190 outdir_dom = set_outdir(vis,outdir,domain)191 contourplot(vis, domain = domain,outdir = outdir_dom)192 else:193 contourplot(vis, domain = domain,outdir = outdir)194def windplot(grib_index,source,map_list,outdir = './'):195 #from settings import U10,V10,UGST,VGST196 u10 = get_grib_plotinfo(grib_index,settings.U10,source)197 v10 = get_grib_plotinfo(grib_index,settings.V10,source)198 ugst = get_grib_plotinfo(grib_index,settings.UGST,source)199 vgst = get_grib_plotinfo(grib_index,settings.VGST,source)200 # from m/s to knots: 201 knotfactor = 1852/3600202 knotfactor = 3600./1852.203 totalwind,totalgust = None,None204 try:205 totalwind = u10.copy()206 totalwind = param_lists.set_plotsettings(settings.WIND,totalwind)207 except:208 print 'No wind output'209 return None210 totalwind['values'] = numpy.sqrt( u10['values']**2 + v10['values']**2 ) * knotfactor211 212 try: # only works if gust is in data files213 totalgust = ugst.copy()214 totalgust['values'] = numpy.sqrt( ugst['values']**2 + vgst['values']**2 )215 totalgust = param_lists.set_plotsettings(settings.GUST,totalgust)216 except:217 print 'ugst,vgst (162,163) not available'218 for domain in map_list:219 if totalwind:220 outdir_dom = set_outdir(totalwind,outdir,domain)221 contourplot(totalwind,domain = domain,outdir = outdir_dom)222 totalwind['shortname'] = 'windvector'223 outdir_dom = set_outdir(totalwind,outdir,domain )224 vectorplot(u10, v10, domain = domain,outdir = outdir_dom)225 if totalgust:226 outdir_dom = set_outdir(totalgust,outdir,domain)227 contourplot(totalgust,domain = domain,outdir = outdir_dom)228def hdf_plot(source,map_types,latestrun,outdir = './'):229 from verif.tools import h5tools230 if 'Radar' in source['model']:231 hdf_files = sorted( glob.glob( os.path.join(source['dir'],232 source['rexp'])) )233 # as above: choose all (hdf_files) or just the necessary (nhdf_files) files234 for h5file in hdf_files[-18:]:235 print 'opening ',h5file236 # do not put images in separate directory237 if 'Radar' in source['model']:238 path = os.path.join(outdir,'obs/radar') 239 elif 'MSG' in source['model']:240 path = os.path.join(outdir,'obs/msg')...
noscope_split.py
Source:noscope_split.py
1import argparse2from functools import partial3import os4import pandas as pd5from shutil import copyfile6from tqdm import tqdm7def get_frame_vals(key, infile):8 df = pd.read_csv(args.infile)9 total_num_frames = max(df["frame"]) + 110 frames_with_key = df.loc[df["object_name"] == key]["frame"].unique()11 frames = [False] * total_num_frames12 for f in frames_with_key:13 frames[f] = True14 return frames15config = {16 "coral": {17 "frame_fn": partial(get_frame_vals, "person"),18 "fraction_split": 1/8,19 "start_split": 520 },21 "night": {22 "frame_fn": partial(get_frame_vals, "car"),23 "fraction_split": 1/8,24 "start_split": 125 },26 "roundabout": {27 "frame_fn": partial(get_frame_vals, "car"),28 "fraction_split": 1/8,29 "start_split": 130 },31 "taipei": {32 "frame_fn": partial(get_frame_vals, "bus"),33 "fraction_split": 1/16,34 "start_split": 035 }36 }37if __name__ == "__main__":38 parser = argparse.ArgumentParser()39 parser.add_argument("config", type=str, choices=config.keys(),40 help="NoScope configuration to use")41 parser.add_argument("outdir", type=str,42 help="Directory to write dataset to")43 parser.add_argument("--infile", type=str,44 default="coral-reef-long.csv",45 help="Input CSV file from NoScope")46 parser.add_argument("--indir", type=str,47 default="noscope-frames-all",48 help="Directory containing all NoScope frames")49 parser.add_argument("--print_stats", action="store_true",50 help="Whether to print fraction of frames with object")51 args = parser.parse_args()52 if not os.path.exists(args.infile):53 raise Exception("Input CSV file '{}' does not exist".format(args.indir))54 if not os.path.isdir(args.indir):55 raise Exception("Input directory '{}' does not exist".format(args.indir))56 cfg = config[args.config]57 fraction_split = cfg["fraction_split"]58 start_split = cfg["start_split"]59 num_splits = int(1 / fraction_split)60 if start_split > (num_splits - 3):61 raise Exception("Start split of {} is too high for set with {} splits".format(62 start_split, num_splits))63 frames = cfg["frame_fn"](args.infile)64 total_num_frames = len(frames)65 frames_per_split = int(total_num_frames * fraction_split)66 train_start = start_split * frames_per_split67 val_start = (start_split + 1) * frames_per_split68 test_start = (start_split + 2) * frames_per_split69 test_end = (start_split + 3) * frames_per_split70 train_frame_nos = (train_start, val_start)71 val_frames_nos = (val_start, test_start)72 test_frames_nos = (test_start, test_end)73 if not os.path.isdir(args.outdir):74 os.makedirs(args.outdir)75 dirs = [("train", train_frame_nos), ("val", val_frames_nos), ("test", test_frames_nos)]76 if args.print_stats:77 for name, frames_start_end in dirs:78 start, end = frames_start_end79 num_true = len([f for f in frames[start:end] if f])80 print(name, num_true / (end - start))81 for name, frames_start_end in dirs:82 set_outdir = os.path.join(args.outdir, name)83 if not os.path.isdir(set_outdir):84 os.makedirs(set_outdir)85 # Make the class subdirectories. 0 represents frames without the object86 # of interest. 1 represents those with the objeect of interest.87 dir0 = os.path.join(set_outdir, "0")88 dir1 = os.path.join(set_outdir, "1")89 if not os.path.isdir(dir0):90 os.makedirs(dir0)91 if not os.path.isdir(dir1):92 os.makedirs(dir1)93 # Iterate through each frame in the set, determine whether its class,94 # determine its location in the input dataset, and copy it to the95 # corresponding location in the output directory.96 for frame_no in tqdm(range(frames_start_end[0], frames_start_end[1])):97 if frames[frame_no]:98 class_outdir = dir199 else:100 class_outdir = dir0101 frame_in_path = os.path.join(args.indir, "{}.png".format(frame_no))102 frame_out_path = os.path.join(class_outdir, "{}.png".format(frame_no))...
dmtg.py
Source:dmtg.py
1__doc__ = '''Module for DMTG (Draft Magic the Gathering) Globals'''2import os, sys3### Module Constants ###4card_colors = ['green', 'blue', 'red', 'white', 'black']5card_rarities = ['c', 'u', 'r', 'm']6base_dir = os.path.dirname(os.path.relpath(__file__))7lua_dir = os.path.join(os.path.dirname(base_dir), 'lmtg')8out_dir = os.path.join(os.path.dirname(base_dir), 'out')9tmpl_dir = os.path.join(os.path.dirname(base_dir), 'tmpl')10### Module Functions ###11def make_set_dirs(set_code):12 set_indir = os.path.join(out_dir, '%s-in' % set_code)13 set_outdir = os.path.join(out_dir, '%s-out' % set_code)14 for set_dir in (set_indir, set_outdir):15 if not os.path.exists(set_dir):16 os.makedirs(set_dir)17 return set_indir, set_outdir18def display_status(set_code, set_index, set_num):19 sys.stdout.write('\r')20 sys.stdout.write(' fetching %s %d/%d...' % (set_code, set_index+1, set_num))21 if set_index + 1 >= set_num: sys.stdout.write('\n')22 sys.stdout.flush()23def to_utf8(raw_text):...
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