_helpers.py
14 KB
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
# Copyright 2017 The Abseil Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
"""Internal helper functions for Abseil Python flags library."""
from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
import collections
import os
import re
import struct
import sys
import textwrap
try:
import fcntl
except ImportError:
fcntl = None
try:
# Importing termios will fail on non-unix platforms.
import termios
except ImportError:
termios = None
import six
from six.moves import range # pylint: disable=redefined-builtin
_DEFAULT_HELP_WIDTH = 80 # Default width of help output.
_MIN_HELP_WIDTH = 40 # Minimal "sane" width of help output. We assume that any
# value below 40 is unreasonable.
# Define the allowed error rate in an input string to get suggestions.
#
# We lean towards a high threshold because we tend to be matching a phrase,
# and the simple algorithm used here is geared towards correcting word
# spellings.
#
# For manual testing, consider "<command> --list" which produced a large number
# of spurious suggestions when we used "least_errors > 0.5" instead of
# "least_erros >= 0.5".
_SUGGESTION_ERROR_RATE_THRESHOLD = 0.50
# Characters that cannot appear or are highly discouraged in an XML 1.0
# document. (See http://www.w3.org/TR/REC-xml/#charsets or
# https://en.wikipedia.org/wiki/Valid_characters_in_XML#XML_1.0)
_ILLEGAL_XML_CHARS_REGEX = re.compile(
u'[\x00-\x08\x0b\x0c\x0e-\x1f\x7f-\x84\x86-\x9f\ud800-\udfff\ufffe\uffff]')
# This is a set of module ids for the modules that disclaim key flags.
# This module is explicitly added to this set so that we never consider it to
# define key flag.
disclaim_module_ids = set([id(sys.modules[__name__])])
# Define special flags here so that help may be generated for them.
# NOTE: Please do NOT use SPECIAL_FLAGS from outside flags module.
# Initialized inside flagvalues.py.
SPECIAL_FLAGS = None
# This points to the flags module, initialized in flags/__init__.py.
# This should only be used in adopt_module_key_flags to take SPECIAL_FLAGS into
# account.
FLAGS_MODULE = None
class _ModuleObjectAndName(
collections.namedtuple('_ModuleObjectAndName', 'module module_name')):
"""Module object and name.
Fields:
- module: object, module object.
- module_name: str, module name.
"""
def get_module_object_and_name(globals_dict):
"""Returns the module that defines a global environment, and its name.
Args:
globals_dict: A dictionary that should correspond to an environment
providing the values of the globals.
Returns:
_ModuleObjectAndName - pair of module object & module name.
Returns (None, None) if the module could not be identified.
"""
name = globals_dict.get('__name__', None)
module = sys.modules.get(name, None)
# Pick a more informative name for the main module.
return _ModuleObjectAndName(module,
(sys.argv[0] if name == '__main__' else name))
def get_calling_module_object_and_name():
"""Returns the module that's calling into this module.
We generally use this function to get the name of the module calling a
DEFINE_foo... function.
Returns:
The module object that called into this one.
Raises:
AssertionError: Raised when no calling module could be identified.
"""
for depth in range(1, sys.getrecursionlimit()):
# sys._getframe is the right thing to use here, as it's the best
# way to walk up the call stack.
globals_for_frame = sys._getframe(depth).f_globals # pylint: disable=protected-access
module, module_name = get_module_object_and_name(globals_for_frame)
if id(module) not in disclaim_module_ids and module_name is not None:
return _ModuleObjectAndName(module, module_name)
raise AssertionError('No module was found')
def get_calling_module():
"""Returns the name of the module that's calling into this module."""
return get_calling_module_object_and_name().module_name
def str_or_unicode(value):
"""Converts a value to a python string.
Behavior of this function is intentionally different in Python2/3.
In Python2, the given value is attempted to convert to a str (byte string).
If it contains non-ASCII characters, it is converted to a unicode instead.
In Python3, the given value is always converted to a str (unicode string).
This behavior reflects the (bad) practice in Python2 to try to represent
a string as str as long as it contains ASCII characters only.
Args:
value: An object to be converted to a string.
Returns:
A string representation of the given value. See the description above
for its type.
"""
try:
return str(value)
except UnicodeEncodeError:
return unicode(value) # Python3 should never come here
def create_xml_dom_element(doc, name, value):
"""Returns an XML DOM element with name and text value.
Args:
doc: minidom.Document, the DOM document it should create nodes from.
name: str, the tag of XML element.
value: object, whose string representation will be used
as the value of the XML element. Illegal or highly discouraged xml 1.0
characters are stripped.
Returns:
An instance of minidom.Element.
"""
s = str_or_unicode(value)
if six.PY2 and not isinstance(s, unicode):
# Get a valid unicode string.
s = s.decode('utf-8', 'ignore')
if isinstance(value, bool):
# Display boolean values as the C++ flag library does: no caps.
s = s.lower()
# Remove illegal xml characters.
s = _ILLEGAL_XML_CHARS_REGEX.sub(u'', s)
e = doc.createElement(name)
e.appendChild(doc.createTextNode(s))
return e
def get_help_width():
"""Returns the integer width of help lines that is used in TextWrap."""
if not sys.stdout.isatty() or termios is None or fcntl is None:
return _DEFAULT_HELP_WIDTH
try:
data = fcntl.ioctl(sys.stdout, termios.TIOCGWINSZ, '1234')
columns = struct.unpack('hh', data)[1]
# Emacs mode returns 0.
# Here we assume that any value below 40 is unreasonable.
if columns >= _MIN_HELP_WIDTH:
return columns
# Returning an int as default is fine, int(int) just return the int.
return int(os.getenv('COLUMNS', _DEFAULT_HELP_WIDTH))
except (TypeError, IOError, struct.error):
return _DEFAULT_HELP_WIDTH
def get_flag_suggestions(attempt, longopt_list):
"""Returns helpful similar matches for an invalid flag."""
# Don't suggest on very short strings, or if no longopts are specified.
if len(attempt) <= 2 or not longopt_list:
return []
option_names = [v.split('=')[0] for v in longopt_list]
# Find close approximations in flag prefixes.
# This also handles the case where the flag is spelled right but ambiguous.
distances = [(_damerau_levenshtein(attempt, option[0:len(attempt)]), option)
for option in option_names]
# t[0] is distance, and sorting by t[1] allows us to have stable output.
distances.sort()
least_errors, _ = distances[0]
# Don't suggest excessively bad matches.
if least_errors >= _SUGGESTION_ERROR_RATE_THRESHOLD * len(attempt):
return []
suggestions = []
for errors, name in distances:
if errors == least_errors:
suggestions.append(name)
else:
break
return suggestions
def _damerau_levenshtein(a, b):
"""Returns Damerau-Levenshtein edit distance from a to b."""
memo = {}
def distance(x, y):
"""Recursively defined string distance with memoization."""
if (x, y) in memo:
return memo[x, y]
if not x:
d = len(y)
elif not y:
d = len(x)
else:
d = min(
distance(x[1:], y) + 1, # correct an insertion error
distance(x, y[1:]) + 1, # correct a deletion error
distance(x[1:], y[1:]) + (x[0] != y[0])) # correct a wrong character
if len(x) >= 2 and len(y) >= 2 and x[0] == y[1] and x[1] == y[0]:
# Correct a transposition.
t = distance(x[2:], y[2:]) + 1
if d > t:
d = t
memo[x, y] = d
return d
return distance(a, b)
def text_wrap(text, length=None, indent='', firstline_indent=None):
"""Wraps a given text to a maximum line length and returns it.
It turns lines that only contain whitespace into empty lines, keeps new lines,
and expands tabs using 4 spaces.
Args:
text: str, text to wrap.
length: int, maximum length of a line, includes indentation.
If this is None then use get_help_width()
indent: str, indent for all but first line.
firstline_indent: str, indent for first line; if None, fall back to indent.
Returns:
str, the wrapped text.
Raises:
ValueError: Raised if indent or firstline_indent not shorter than length.
"""
# Get defaults where callee used None
if length is None:
length = get_help_width()
if indent is None:
indent = ''
if firstline_indent is None:
firstline_indent = indent
if len(indent) >= length:
raise ValueError('Length of indent exceeds length')
if len(firstline_indent) >= length:
raise ValueError('Length of first line indent exceeds length')
text = text.expandtabs(4)
result = []
# Create one wrapper for the first paragraph and one for subsequent
# paragraphs that does not have the initial wrapping.
wrapper = textwrap.TextWrapper(
width=length, initial_indent=firstline_indent, subsequent_indent=indent)
subsequent_wrapper = textwrap.TextWrapper(
width=length, initial_indent=indent, subsequent_indent=indent)
# textwrap does not have any special treatment for newlines. From the docs:
# "...newlines may appear in the middle of a line and cause strange output.
# For this reason, text should be split into paragraphs (using
# str.splitlines() or similar) which are wrapped separately."
for paragraph in (p.strip() for p in text.splitlines()):
if paragraph:
result.extend(wrapper.wrap(paragraph))
else:
result.append('') # Keep empty lines.
# Replace initial wrapper with wrapper for subsequent paragraphs.
wrapper = subsequent_wrapper
return '\n'.join(result)
def flag_dict_to_args(flag_map):
"""Convert a dict of values into process call parameters.
This method is used to convert a dictionary into a sequence of parameters
for a binary that parses arguments using this module.
Args:
flag_map: dict, a mapping where the keys are flag names (strings).
values are treated according to their type:
* If value is None, then only the name is emitted.
* If value is True, then only the name is emitted.
* If value is False, then only the name prepended with 'no' is emitted.
* If value is a string then --name=value is emitted.
* If value is a collection, this will emit --name=value1,value2,value3.
* Everything else is converted to string an passed as such.
Yields:
sequence of string suitable for a subprocess execution.
"""
for key, value in six.iteritems(flag_map):
if value is None:
yield '--%s' % key
elif isinstance(value, bool):
if value:
yield '--%s' % key
else:
yield '--no%s' % key
elif isinstance(value, (bytes, type(u''))):
# We don't want strings to be handled like python collections.
yield '--%s=%s' % (key, value)
else:
# Now we attempt to deal with collections.
try:
yield '--%s=%s' % (key, ','.join(str(item) for item in value))
except TypeError:
# Default case.
yield '--%s=%s' % (key, value)
def trim_docstring(docstring):
"""Removes indentation from triple-quoted strings.
This is the function specified in PEP 257 to handle docstrings:
https://www.python.org/dev/peps/pep-0257/.
Args:
docstring: str, a python docstring.
Returns:
str, docstring with indentation removed.
"""
if not docstring:
return ''
# If you've got a line longer than this you have other problems...
max_indent = 1 << 29
# Convert tabs to spaces (following the normal Python rules)
# and split into a list of lines:
lines = docstring.expandtabs().splitlines()
# Determine minimum indentation (first line doesn't count):
indent = max_indent
for line in lines[1:]:
stripped = line.lstrip()
if stripped:
indent = min(indent, len(line) - len(stripped))
# Remove indentation (first line is special):
trimmed = [lines[0].strip()]
if indent < max_indent:
for line in lines[1:]:
trimmed.append(line[indent:].rstrip())
# Strip off trailing and leading blank lines:
while trimmed and not trimmed[-1]:
trimmed.pop()
while trimmed and not trimmed[0]:
trimmed.pop(0)
# Return a single string:
return '\n'.join(trimmed)
def doc_to_help(doc):
"""Takes a __doc__ string and reformats it as help."""
# Get rid of starting and ending white space. Using lstrip() or even
# strip() could drop more than maximum of first line and right space
# of last line.
doc = doc.strip()
# Get rid of all empty lines.
whitespace_only_line = re.compile('^[ \t]+$', re.M)
doc = whitespace_only_line.sub('', doc)
# Cut out common space at line beginnings.
doc = trim_docstring(doc)
# Just like this module's comment, comments tend to be aligned somehow.
# In other words they all start with the same amount of white space.
# 1) keep double new lines;
# 2) keep ws after new lines if not empty line;
# 3) all other new lines shall be changed to a space;
# Solution: Match new lines between non white space and replace with space.
doc = re.sub(r'(?<=\S)\n(?=\S)', ' ', doc, flags=re.M)
return doc
def is_bytes_or_string(maybe_string):
if str is bytes:
return isinstance(maybe_string, basestring)
else:
return isinstance(maybe_string, (str, bytes))