/
winddata.py
330 lines (312 loc) · 10.3 KB
/
winddata.py
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
from __future__ import division
from __future__ import print_function
from __future__ import with_statement
from fortranfile import FortranRead
import physconst
import os.path
from byte2human import byte2human
from time2human import time2human
from version2human import version2human
from logged import Logged
import isotope
import datetime
import numpy as np
import sys
import socket
import time
from utils import loader
class WindData(Logged):
"""
Interface to read KEPLER wnd (wind) files.
"""
def __init__(self,
filename,
silent = False,
Rec = True):
"""
Constructor; wants file name.
"""
self.setup_logger(silent)
filename = os.path.expanduser(filename)
self.filename = os.path.expandvars(filename)
self.file = FortranRead(self.filename)
self._load(Rec)
self.file.close()
self.close_logger()
self.file = None
def _load(self, Rec = True):
"""Open file, call load data, time the load, print out
diagnostics.
If *Rec* is True (default) we use a record array,
if *Rec* id False, load data as an object for each cycle.
The latter mathod is about 200x slower for a full run."""
self.logger_file_info(self.file)
self.Rec = Rec
if Rec == True:
self.load_recarray()
else:
self.load_record_objects()
self.logger_load_info(self.data[0].nvers,
self.data[ 0].ncyc,
self.data[-1].ncyc,
self.nmodels)
def load_record_objects(self):
"""Load data as object records."""
self.data=[]
while not self.file.eof():
record=WindRecord(self.file)
self.data.append(record)
self.nmodels = len(self.data)
def load_recarray(self):
"""Load the entire wind file as a record aray."""
# start by reading version information
f = self.file
f.load()
nvers = f.get_i4()
ncyc = f.get_i4()
f.rewind()
if nvers == 20100:
nsp = 19
rectype = np.dtype([\
("reclen0", ">i4"),\
("nvers", ">i4"),\
("ncyc", ">i4"),\
("time", ">f8"),\
("dtime", ">f8"),\
("xm", ">f8"),\
("dms", ">f8"),\
("r", ">f8"),\
("u", ">f8"),\
("aw", ">f8"),\
("t", ">f8"),\
("sl", ">f8"),\
("cap", ">f8"),\
("teff", ">f8"),\
("reff", ">f8"),\
("yps", ">f8", (nsp)),\
("reclen1", ">i4")])
elif nvers == 20000:
nsp = 19
rectype = np.dtype([\
("reclen0", ">i4"),\
("nvers", ">i4"),\
("ncyc", ">i4"),\
("time", ">f8"),\
("xm", ">f8"),\
("dms", ">f8"),\
("r", ">f8"),\
("u", ">f8"),\
("aw", ">f8"),\
("t", ">f8"),\
("sl", ">f8"),\
("cap", ">f8"),\
("teff", ">f8"),\
("reff", ">f8"),\
("yps", ">f8", (nsp)),\
("reclen1", ">i4")])
elif nvers == 10100:
nsp = 36
rectype = np.dtype([\
("reclen0", ">i4"),\
("nvers", ">i4"),\
("ncyc", ">i4"),\
("time", ">f8"),\
("xm", ">f8"),\
("dms", ">f8"),\
("uterm", ">f8"),\
("r", ">f8"),\
("u", ">f8"),\
("aw", ">f8"),\
("t", ">f8"),\
("sl", ">f8"),\
("gammax", ">f8"),\
("cap", ">f8"),\
("teff", ">f8"),\
("reff", ">f8"),\
("yps", ">f8", (nsp)),\
("reclen1", ">i4")])
elif nvers == 10000:
nsp = 36
rectype = np.dtype([\
("reclen0", ">i4"),\
("nvers", ">i4"),\
("ncyc", ">i4"),\
("time", ">f8"),\
("xm", ">f8"),\
("dms", ">f8"),\
("uterm", ">f8"),\
("r", ">f8"),\
("u", ">f8"),\
("aw", ">f8"),\
("teff", ">f8"),\
("sl", ">f8"),\
("gammax", ">f8"),\
("cap", ">f8"),\
("yps", ">f8", (nsp)),\
("reclen1", ">i4")])
else:
raise Error("Version not supported.")
recsize = rectype.itemsize
filesize = f.filesize
assert np.mod(filesize, recsize) == 0,\
"Inconsistent recod length / file size."
self.nmodels = filesize // recsize
self.data = np.recarray(\
self.nmodels, \
dtype = rectype, \
buf = f.file.read())
def write(self,
filename=None,
composition=True):
if filename is None:
f = sys.stdout
else:
f = open(os.path.expandvars(os.path.expanduser(filename)),'w')
version = 10000
user = os.getlogin()
host = socket.gethostname()
f.write("# Version {version:s} created from file {file:s} by {user:s} on {host:s} at {time:s}\n".format(
version=version2human(version),
file=self.filename,
user=user,
host=host,
time=time.asctime(time.gmtime())+' UTC'))
layout = "{:>8s} {:>23s} {:>23s} {:>23s} {:>23s} {:>23s} {:>23s} {:>23s} {:>23s} {:>23s} {:>23s} {:>23s} {:>23s}"
format = "{:8d} {:23.16e} {:23.16e} {:23.16e} {:23.16e} {:23.16e} {:23.16e} {:23.16e} {:23.16e} {:23.16e} {:23.16e} {:23.16e} {:23.16e}"
header = layout.format(
'cycle',
'time',
'dt',
'stellar mass',
'mass loss rate',
'outer radius',
'surface velocity',
'angular velocity',
'surface temperature',
'luminosity',
'surface opacity',
'effective temperature',
'effective radius')
units = layout.format(
'number',
's',
's',
'g',
'cm',
'g/s',
'cm/s',
'rad/s',
'K',
'erg/s',
'cm2/g',
'K',
'cm')
ions = isotope.KepIon.approx_ion_names()
if composition:
for ion in ions:
header += ' {:>23s}'.format(ion)
units += ' {:>23s}'.format('mass fraction')
f.write(header+'\n')
f.write(units +'\n')
for record in self.data:
# rec=dict()
# for i in record.dtype.names:
# rec[i] = record[i]
data = format.format(
int(record.ncyc),
float(record.time),
float(record.dtime),
float(record.xm),
float(record.dms),
float(record.r),
float(record.u),
float(record.aw),
float(record.t),
float(record.sl),
float(record.cap),
float(record.teff),
float(record.reff))
if composition:
for i in xrange(len(ions)):
data += ' {:>23.16e}'.format(record.yps[i])
f.write(data +'\n')
if filename is not None:
f.close()
loadwind = loader(WindData, 'loadwind')
class WindRecord(object):
def __init__(self,
file,
data = True):
self.ftag = ' ['+self.__class__.__name__+'] '
self.file = file
self.load(data)
def load(self,
data = True):
f = self.file
f.load()
self.nvers = f.get_i4()
self.ncyc = f.get_i4()
if self.nvers == 10000:
nsp = 36
self.time,\
self.xm,\
self.dms,\
self.uterm,\
self.r,\
self.u,\
self.aw,\
self.teff,\
self.sl,\
self.gammax,\
self.cap\
= f.get_f8an([11])
self.yps = f.get_f8an([nsp-1])
elif self.nvers == 10100:
nsp = 36
self.time,\
self.xm,\
self.dms,\
self.uterm,\
self.r,\
self.u,\
self.aw,\
self.t,\
self.sl,\
self.gammax,\
self.cap,\
self.teff,\
self.reff\
= f.get_f8an([13])
self.yps = f.get_f8an([nsp-1])
elif self.nvers == 20000:
nsp = 19
self.time,\
self.xm,\
self.dms,\
self.r,\
self.u,\
self.aw,\
self.t,\
self.sl,\
self.cap,\
self.teff,\
self.reff,\
= f.get_f8an([11])
self.yps = f.get_f8an([nsp])
elif self.nvers == 20100:
nsp = 19
self.time,\
self.dtime,\
self.xm,\
self.dms,\
self.r,\
self.u,\
self.aw,\
self.t,\
self.sl,\
self.cap,\
self.teff,\
self.reff\
= f.get_f8an([12])
self.yps = f.get_f8an([nsp])
f.assert_eor()