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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526
|
# -*- coding: utf-8 -*-
#
# Copyright (c) 2019, the cclib development team
#
# This file is part of cclib (http://cclib.github.io) and is distributed under
# the terms of the BSD 3-Clause License.
"""Tools for identifying, reading and writing files and streams."""
from __future__ import print_function
import atexit
import io
import os
import sys
import re
from tempfile import NamedTemporaryFile
# We want this as long as we need to support both Python 2 and 3.
from six import string_types
# Python 2->3 changes the default file object hierarchy.
if sys.version_info[0] == 2:
fileclass = file
from urllib2 import urlopen, URLError
else:
fileclass = io.IOBase
from urllib.request import urlopen
from urllib.error import URLError
from cclib.parser import data
from cclib.parser import logfileparser
from cclib.parser.utils import find_package
from cclib.parser.adfparser import ADF
from cclib.parser.daltonparser import DALTON
from cclib.parser.gamessparser import GAMESS
from cclib.parser.gamessukparser import GAMESSUK
from cclib.parser.gaussianparser import Gaussian
from cclib.parser.jaguarparser import Jaguar
from cclib.parser.molcasparser import Molcas
from cclib.parser.molproparser import Molpro
from cclib.parser.mopacparser import MOPAC
from cclib.parser.nwchemparser import NWChem
from cclib.parser.orcaparser import ORCA
from cclib.parser.psi3parser import Psi3
from cclib.parser.psi4parser import Psi4
from cclib.parser.qchemparser import QChem
from cclib.parser.turbomoleparser import Turbomole
from cclib.io import cjsonreader
from cclib.io import cjsonwriter
from cclib.io import cmlwriter
from cclib.io import moldenwriter
from cclib.io import wfxwriter
from cclib.io import xyzreader
from cclib.io import xyzwriter
_has_cclib2openbabel = find_package("openbabel")
if _has_cclib2openbabel:
from cclib.bridge import cclib2openbabel
_has_pandas = find_package("pandas")
if _has_pandas:
import pandas as pd
# Regular expression for validating URLs
URL_PATTERN = re.compile(
r'^(?:http|ftp)s?://' # http:// or https://
r'(?:(?:[A-Z0-9](?:[A-Z0-9-]{0,61}[A-Z0-9])?\.)+(?:[A-Z]{2,6}\.?|[A-Z0-9-]{2,}\.?)|' # domain...
r'localhost|' # localhost...
r'\d{1,3}\.\d{1,3}\.\d{1,3}\.\d{1,3})' # ...or ip
r'(?::\d+)?' # optional port
r'(?:/?|[/?]\S+)$', re.IGNORECASE
)
# Parser choice is triggered by certain phrases occurring the logfile. Where these
# strings are unique, we can set the parser and break. In other cases, the situation
# is a little but more complicated. Here are the exceptions:
# 1. The GAMESS trigger also works for GAMESS-UK files, so we can't break
# after finding GAMESS in case the more specific phrase is found.
# 2. Molpro log files don't have the program header, but always contain
# the generic string 1PROGRAM, so don't break here either to be cautious.
# 3. "MOPAC" is used in some packages like GAMESS, so match MOPAC20##
#
# The triggers are defined by the tuples in the list below like so:
# (parser, phrases, flag whether we should break)
triggers = [
(ADF, ["Amsterdam Density Functional"], True),
(DALTON, ["Dalton - An Electronic Structure Program"], True),
(GAMESS, ["GAMESS"], False),
(GAMESS, ["GAMESS VERSION"], True),
(GAMESSUK, ["G A M E S S - U K"], True),
(Gaussian, ["Gaussian, Inc."], True),
(Jaguar, ["Jaguar"], True),
(Molcas, ["MOLCAS"], True),
(Molpro, ["PROGRAM SYSTEM MOLPRO"], True),
(Molpro, ["1PROGRAM"], False),
(MOPAC, ["MOPAC20"], True),
(NWChem, ["Northwest Computational Chemistry Package"], True),
(ORCA, ["O R C A"], True),
(Psi3, ["PSI3: An Open-Source Ab Initio Electronic Structure Package"], True),
(Psi4, ["Psi4: An Open-Source Ab Initio Electronic Structure Package"], True),
(QChem, ["A Quantum Leap Into The Future Of Chemistry"], True),
(Turbomole, ["TURBOMOLE"], True),
]
readerclasses = {
'cjson': cjsonreader.CJSON,
'json': cjsonreader.CJSON,
'xyz': xyzreader.XYZ,
}
writerclasses = {
'cjson': cjsonwriter.CJSON,
'json': cjsonwriter.CJSON,
'cml': cmlwriter.CML,
'molden': moldenwriter.MOLDEN,
'wfx': wfxwriter.WFXWriter,
'xyz': xyzwriter.XYZ,
}
class UnknownOutputFormatError(Exception):
"""Raised when an unknown output format is encountered."""
def guess_filetype(inputfile):
"""Try to guess the filetype by searching for trigger strings."""
if not inputfile:
return None
filetype = None
if isinstance(inputfile, string_types):
for line in inputfile:
for parser, phrases, do_break in triggers:
if all([line.lower().find(p.lower()) >= 0 for p in phrases]):
filetype = parser
if do_break:
return filetype
else:
for fname in inputfile:
for line in inputfile:
for parser, phrases, do_break in triggers:
if all([line.lower().find(p.lower()) >= 0 for p in phrases]):
filetype = parser
if do_break:
return filetype
return filetype
def ccread(source, *args, **kwargs):
"""Attempt to open and read computational chemistry data from a file.
If the file is not appropriate for cclib parsers, a fallback mechanism
will try to recognize some common chemistry formats and read those using
the appropriate bridge such as Open Babel.
Inputs:
source - a single logfile, a list of logfiles (for a single job),
an input stream, or an URL pointing to a log file.
*args, **kwargs - arguments and keyword arguments passed to ccopen
Returns:
a ccData object containing cclib data attributes
"""
log = ccopen(source, *args, **kwargs)
if log:
if kwargs.get('verbose', None):
print('Identified logfile to be in %s format' % log.logname)
# If the input file is a CJSON file and not a standard compchemlog file
cjson_as_input = kwargs.get("cjson", False)
if cjson_as_input:
return log.read_cjson()
else:
return log.parse()
else:
if kwargs.get('verbose', None):
print('Attempting to use fallback mechanism to read file')
return fallback(source)
def ccopen(source, *args, **kwargs):
"""Guess the identity of a particular log file and return an instance of it.
Inputs:
source - a single logfile, a list of logfiles (for a single job),
an input stream, or an URL pointing to a log file.
*args, **kwargs - arguments and keyword arguments passed to filetype
Returns:
one of ADF, DALTON, GAMESS, GAMESS UK, Gaussian, Jaguar,
Molpro, MOPAC, NWChem, ORCA, Psi3, Psi/Psi4, QChem, CJSON or None
(if it cannot figure it out or the file does not exist).
"""
inputfile = None
is_stream = False
# Check if source is a link or contains links. Retrieve their content.
# Try to open the logfile(s), using openlogfile, if the source is a string (filename)
# or list of filenames. If it can be read, assume it is an open file object/stream.
is_string = isinstance(source, str)
is_url = True if is_string and URL_PATTERN.match(source) else False
is_listofstrings = isinstance(source, list) and all([isinstance(s, str) for s in source])
if is_string or is_listofstrings:
# Process links from list (download contents into temporary location)
if is_listofstrings:
filelist = []
for filename in source:
if not URL_PATTERN.match(filename):
filelist.append(filename)
else:
try:
response = urlopen(filename)
tfile = NamedTemporaryFile(delete=False)
tfile.write(response.read())
# Close the file because Windows won't let open it second time
tfile.close()
filelist.append(tfile.name)
# Delete temporary file when the program finishes
atexit.register(os.remove, tfile.name)
except (ValueError, URLError) as error:
if not kwargs.get('quiet', False):
(errno, strerror) = error.args
return None
source = filelist
if not is_url:
try:
inputfile = logfileparser.openlogfile(source)
except IOError as error:
if not kwargs.get('quiet', False):
(errno, strerror) = error.args
return None
else:
try:
response = urlopen(source)
is_stream = True
# Retrieve filename from URL if possible
filename = re.findall("\w+\.\w+", source.split('/')[-1])
filename = filename[0] if filename else ""
inputfile = logfileparser.openlogfile(filename, object=response.read())
except (ValueError, URLError) as error:
if not kwargs.get('quiet', False):
(errno, strerror) = error.args
return None
elif hasattr(source, "read"):
inputfile = source
is_stream = True
# Streams are tricky since they don't have seek methods or seek won't work
# by design even if it is present. We solve this now by reading in the
# entire stream and using a StringIO buffer for parsing. This might be
# problematic for very large streams. Slow streams might also be an issue if
# the parsing is not instantaneous, but we'll deal with such edge cases
# as they arise. Ideally, in the future we'll create a class dedicated to
# dealing with these issues, supporting both files and streams.
if is_stream:
try:
inputfile.seek(0, 0)
except (AttributeError, IOError):
contents = inputfile.read()
try:
inputfile = io.StringIO(contents)
except:
inputfile = io.StringIO(unicode(contents))
inputfile.seek(0, 0)
# Proceed to return an instance of the logfile parser only if the filetype
# could be guessed. Need to make sure the input file is closed before creating
# an instance, because parsers will handle opening/closing on their own.
filetype = guess_filetype(inputfile)
# If the input file isn't a standard compchem log file, try one of
# the readers, falling back to Open Babel.
if not filetype:
if kwargs.get("cjson"):
filetype = readerclasses['cjson']
elif source and not is_stream:
ext = os.path.splitext(source)[1][1:].lower()
for extension in readerclasses:
if ext == extension:
filetype = readerclasses[extension]
# Proceed to return an instance of the logfile parser only if the filetype
# could be guessed. Need to make sure the input file is closed before creating
# an instance, because parsers will handle opening/closing on their own.
if filetype:
# We're going to close and reopen below anyway, so this is just to avoid
# the missing seek method for fileinput.FileInput. In the long run
# we need to refactor to support for various input types in a more
# centralized fashion.
if is_listofstrings:
pass
else:
inputfile.seek(0, 0)
if not is_stream:
if is_listofstrings:
if filetype == Turbomole:
source = sort_turbomole_outputs(source)
inputfile.close()
return filetype(source, *args, **kwargs)
return filetype(inputfile, *args, **kwargs)
def fallback(source):
"""Attempt to read standard molecular formats using other libraries.
Currently this will read XYZ files with OpenBabel, but this can easily
be extended to other formats and libraries, too.
"""
if isinstance(source, str):
ext = os.path.splitext(source)[1][1:].lower()
if _has_cclib2openbabel:
import openbabel.pybel as pb
if ext in pb.informats:
return cclib2openbabel.readfile(source, ext)
else:
print("Could not import `openbabel`, fallback mechanism might not work.")
def ccwrite(ccobj, outputtype=None, outputdest=None,
indices=None, terse=False, returnstr=False,
*args, **kwargs):
"""Write the parsed data from an outputfile to a standard chemical
representation.
Inputs:
ccobj - Either a job (from ccopen) or a data (from job.parse()) object
outputtype - The output format (should be a string)
outputdest - A filename or file object for writing
indices - One or more indices for extracting specific geometries/etc. (zero-based)
terse - This option is currently limited to the cjson/json format. Whether to indent the cjson/json or not
returnstr - Whether or not to return a string representation.
The different writers may take additional arguments, which are
documented in their respective docstrings.
Returns:
the string representation of the chemical datatype
requested, or None.
"""
# Determine the correct output format.
outputclass = _determine_output_format(outputtype, outputdest)
# Is ccobj an job object (unparsed), or is it a ccdata object (parsed)?
if isinstance(ccobj, logfileparser.Logfile):
jobfilename = ccobj.filename
ccdata = ccobj.parse()
elif isinstance(ccobj, data.ccData):
jobfilename = None
ccdata = ccobj
else:
raise ValueError
# If the logfile name has been passed in through kwargs (such as
# in the ccwrite script), make sure it has precedence.
if 'jobfilename' in kwargs:
jobfilename = kwargs['jobfilename']
# Avoid passing multiple times into the main call.
del kwargs['jobfilename']
outputobj = outputclass(ccdata, jobfilename=jobfilename,
indices=indices, terse=terse,
*args, **kwargs)
output = outputobj.generate_repr()
# If outputdest isn't None, write the output to disk.
if outputdest is not None:
if isinstance(outputdest, str):
with open(outputdest, 'w') as outputobj:
outputobj.write(output)
elif isinstance(outputdest, fileclass):
outputdest.write(output)
else:
raise ValueError
# If outputdest is None, return a string representation of the output.
else:
return output
if returnstr:
return output
def _determine_output_format(outputtype, outputdest):
"""
Determine the correct output format.
Inputs:
outputtype - a string corresponding to the file type
outputdest - a filename string or file handle
Returns:
outputclass - the class corresponding to the correct output format
Raises:
UnknownOutputFormatError for unsupported file writer extensions
"""
# Priority for determining the correct output format:
# 1. outputtype
# 2. outputdest
outputclass = None
# First check outputtype.
if isinstance(outputtype, str):
extension = outputtype.lower()
if extension in writerclasses:
outputclass = writerclasses[extension]
else:
raise UnknownOutputFormatError(extension)
else:
# Then checkout outputdest.
if isinstance(outputdest, str):
extension = os.path.splitext(outputdest)[1].lower()
elif isinstance(outputdest, fileclass):
extension = os.path.splitext(outputdest.name)[1].lower()
else:
raise UnknownOutputFormatError
if extension in writerclasses:
outputclass = writerclasses[extension]
else:
raise UnknownOutputFormatError(extension)
return outputclass
def path_leaf(path):
"""
Splits the path to give the filename. Works irrespective of '\'
or '/' appearing in the path and also with path ending with '/' or '\'.
Inputs:
path - a string path of a logfile.
Returns:
tail - 'directory/subdirectory/logfilename' will return 'logfilename'.
ntpath.basename(head) - 'directory/subdirectory/logfilename/' will return 'logfilename'.
"""
head, tail = os.path.split(path)
return tail or os.path.basename(head)
def sort_turbomole_outputs(filelist):
"""
Sorts a list of inputs (or list of log files) according to the order
defined below. Just appends the unknown files in the end of the sorted list.
Inputs:
filelist - a list of Turbomole log files needed to be parsed.
Returns:
sorted_list - a sorted list of Turbomole files needed for proper parsing.
"""
sorting_order = {
'basis' : 0,
'control' : 1,
'mos' : 2,
'alpha' : 3,
'beta' : 4,
'job.last' : 5,
'coord' : 6,
'gradient' : 7,
'aoforce' : 8,
}
known_files = []
unknown_files = []
sorted_list = []
for fname in filelist:
filename = path_leaf(fname)
if filename in sorting_order:
known_files.append([fname, sorting_order[filename]])
else:
unknown_files.append(fname)
for i in sorted(known_files, key=lambda x: x[1]):
sorted_list.append(i[0])
if unknown_files:
sorted_list.extend(unknown_files)
return sorted_list
def _check_pandas(found_pandas):
if not found_pandas:
raise ImportError("You must install `pandas` to use this function")
def ccframe(ccobjs, *args, **kwargs):
"""Returns a pandas.DataFrame of data attributes parsed by cclib from one
or more logfiles.
Inputs:
ccobjs - an iterable of either cclib jobs (from ccopen) or data (from
job.parse()) objects
Returns:
a pandas.DataFrame
"""
_check_pandas(_has_pandas)
logfiles = []
for ccobj in ccobjs:
# Is ccobj an job object (unparsed), or is it a ccdata object (parsed)?
if isinstance(ccobj, logfileparser.Logfile):
jobfilename = ccobj.filename
ccdata = ccobj.parse()
elif isinstance(ccobj, data.ccData):
jobfilename = None
ccdata = ccobj
else:
raise ValueError
attributes = ccdata.getattributes()
attributes.update({
'jobfilename': jobfilename
})
logfiles.append(pd.Series(attributes))
return pd.DataFrame(logfiles)
del find_package
|