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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 573 574 575 576 577 578 579 580 581 582 583 584 585 586 587 588 589 590 591 592 593 594 595 596 597 598 599 600 601 602 603 604 605 606 607 608 609 610 611 612 613 614 615 616 617 618 619 620 621
|
# sourcery skip: use-contextlib-suppress
"""info_variables.py
Used to provide basic variable information in a way that
can be useful for beginners without overwhelming them.
"""
import ast
import builtins
import re
import sys
import types
from typing import Any, Dict, List, Tuple, Union
from . import debug_helper, token_utils, utils
from .ft_gettext import current_lang
from .path_info import path_utils
from .typing_info import ObjectsInfo, ScopeKind, SimilarNamesInfo
# third-party
try:
from asttokens import ASTTokens # noqa
from pure_eval import Evaluator, group_expressions # noqa
except ImportError: # pragma: no cover
pass # ignore errors when processed by Sphinx
INDENT = " " * 8
MAX_LENGTH = 65
_ = current_lang.translate
RENAMED_BUILTINS = set()
class ConfidentialInformation:
"""Used to hide values of confidential information"""
regex = []
redacted = "'••••••'"
def hide_confidential_information(self, patterns: Union[List, None] = None) -> None:
"""Use to record words or regular expression patterns that determine
if a variable represents confidential information.
"""
if patterns is not None:
for pattern in patterns:
self.regex.append(re.compile(pattern))
def is_confidential(self, name: str) -> bool:
"""Identify variable names that are deemed to contain confidential information"""
return any(re.fullmatch(pattern, name) for pattern in self.regex)
def redact_confidential(self, name: str, value: Any) -> Any:
if confidential.is_confidential(name):
return confidential.redacted
# The value passed is the repr of the object.
# We could have a dict whose key is a confidential name, and which
# would be shown, with its corresponding item. To guard against such
# cases, we redact any value that contains confidential names or patters.
for pattern in self.regex:
if re.findall(pattern, value):
return confidential.redacted
return value
confidential = ConfidentialInformation()
def convert_type(short_form: str) -> str:
forms = {
"complex": _("a complex number"),
"dict": _("a dictionary (`dict`)"),
"float": _("a number (`float`)"),
"frozenset": _("a `frozenset`"),
"int": _("an integer (`int`)"),
"list": _("a `list`"),
"NoneType": _("a variable equal to `None` (`NoneType`)"),
"set": _("a `set`"),
"str": _("a string (`str`)"),
"string": _("a string (`str`)"),
"tuple": _("a `tuple`"),
}
return forms.get(short_form, f"`{short_form}`")
def get_all_objects(line: str, frame: types.FrameType) -> ObjectsInfo:
# sourcery skip: assign-if-exp, simplify-generator
"""Given a (partial) line of code and a frame,
obtains a dict containing all the relevant information about objects
found on that line so that they can be formatted as part of the
answer to "where()" or they can be used during the analysis
of the cause of the exception.
The dict returned has six keys.
The first three, 'locals', 'globals', 'builtins',
each containing a list of tuples, each tuple being of the form
(name, repr(obj), obj) where name --> obj.
The fourth key, 'expressions', contains a list of tuples of the form
('name', obj). It is only occasionally used in helping to make
suggestions regarding the cause of some exception.
"""
objects: ObjectsInfo = {
"locals": [],
"globals": [],
"builtins": [],
"expressions": [],
"name, obj": [],
"name, type": [],
}
names = set()
objects, names = find_identifiers(objects, line, frame, names)
return find_expressions(objects, line, frame, names)
def find_identifiers(
objects: ObjectsInfo, line: str, frame: types.FrameType, names: set
) -> Tuple[ObjectsInfo, set]:
"""finds all the identifiers and corresponding objects"""
scopes = (
("locals", frame.f_locals), # always have locals before globals
("globals", frame.f_globals),
)
tokens = token_utils.get_significant_tokens(line)
if not tokens:
return objects, names
for tok in tokens:
if tok.is_identifier():
name = tok.string
if name in names:
continue
for scope, scope_dict in scopes:
if name in scope_dict:
names.add(name)
obj = scope_dict[name]
objects[scope].append((name, obj))
objects["name, obj"].append((name, obj))
obj_type = type(obj).__name__
if obj_type is not None:
objects["name, type"].append((name, obj_type))
break
else:
if name in dir(builtins):
names.add(name)
obj = getattr(builtins, name)
objects["builtins"].append((name, obj))
objects["name, obj"].append((name, obj))
obj_type = type(obj).__name__
if obj_type is not None:
objects["name, type"].append((name, obj_type))
return objects, names
def find_expressions(
objects: ObjectsInfo, line: str, frame: types.FrameType, names: set
) -> ObjectsInfo: # sourcery skip: simplify-generator, use-contextlib-suppress
"""Use asttokens to find expressions of interest to include in variables shown."""
line = line.strip()
if line.startswith(
("def ", "if ", "while ", "class ", "for ", "with ")
) and line.endswith(":"):
line += " pass"
try:
atok = ASTTokens(line.strip(), parse=True)
except SyntaxError as e:
if "unexpected EOF" in str(e):
return objects
if "\n" in line:
newline = " ".join(line.split())
try:
atok = ASTTokens(newline.strip(), parse=True)
except SyntaxError as e:
debug_helper.log(f"Problem with ASTTokens: {e}" + f"\nline: {line}")
return objects
else:
debug_helper.log(f"Problem with ASTTokens: {e}" + f"\nline: {line}")
return objects
if atok is not None:
evaluator = Evaluator.from_frame(frame)
try:
for nodes, obj in group_expressions(
pair for pair in evaluator.find_expressions(atok.tree)
):
name = atok.get_text(nodes[0])
if not name or name in names:
continue
names.add(name)
objects["name, obj"].append((name, obj))
try:
# We're not interested in showing literals in the list of variables
ast.literal_eval(name)
except Exception: # noqa
objects["expressions"].append((name, obj))
except Exception: # noqa
# The example in https://github.com/ipython/ipython/issues/13481
# give rises to a TypeError exception here.
pass
return objects
def get_object_from_name(name: str, frame: types.FrameType) -> Any:
"""Given the name of an object, for example 'str', or 'A' for
class A, returns a basic object of that type found in a frame,
or None.
"""
# TODO:
"""
There might be multiple objects with the same name (in different scope)
in a given frame. For example:
class A: pass # first A
def f():
class A: pass # second A
return A()
a = f()
a.x # raise AttributeError: 'A' object has no attribute 'x'
Here, we would identify 'A' as being the first, even though 'a' is an
instance of the second 'A'.
This should be tested thoroughly and likely result in a warning given
about possibly not being able to identify the correct object.
"""
# We must guard against people defining their own type with a
# standard name by checking standard types last.
# We will limit to only one dot i.e. 'name.attribute'
if "." in name:
if name.count(".") > 1:
print(name.count("."), name)
return None
name, attribute = name.replace(" ", "").split(".")
else:
attribute = None
if name in frame.f_locals:
if attribute is None:
return frame.f_locals[name]
obj = frame.f_locals[name]
if hasattr(obj, attribute):
return getattr(obj, attribute)
if name in frame.f_globals:
if attribute is None:
return frame.f_globals[name]
obj = frame.f_globals[name]
if hasattr(obj, attribute):
return getattr(obj, attribute)
return getattr(builtins, name) if name in dir(builtins) else None
def get_variables_in_frame_by_scope(
frame: types.FrameType, scope: ScopeKind
) -> Dict[str, Any]:
"""Returns a list of variables based on the provided scope, which must
be one of 'local', 'global', or 'nonlocal'.
"""
if scope == "local":
return frame.f_locals
if scope == "global":
return frame.f_globals
if scope == "nonlocal":
non_locals = {}
while frame.f_back is not None:
frame = frame.f_back
# By creating a new list here, we prevent a failure when
# running with pytest.
for key in list(frame.f_locals):
if key in non_locals:
continue
non_locals[key] = frame.f_locals[key]
return non_locals
def get_definition_scope(variable_name: str, frame: types.FrameType) -> List[ScopeKind]:
"""Returns a list of scopes ('local', 'global', 'nonlocal')
in which a variable is defined.
"""
scopes = []
nonlocal_vars = get_variables_in_frame_by_scope(frame, "nonlocal")
if variable_name in frame.f_locals:
scopes.append("local")
if variable_name in frame.f_globals:
scopes.append("global")
if variable_name in nonlocal_vars and (
variable_name not in frame.f_globals
or nonlocal_vars[variable_name] != frame.f_globals[variable_name]
):
scopes.append("nonlocal")
return scopes
def get_var_info(line: str, frame: types.FrameType) -> dict:
"""Given a frame object, it obtains the value (repr) of the names
found in the logical line (which may span many lines in the file)
where the exception occurred.
We ignore values found *only* in nonlocal scope as they should not
be relevant.
"""
names_info = []
objects = get_all_objects(line.strip(), frame)
objects["locals"].sort()
for name, obj in objects["locals"]:
result = format_var_info(name, obj)
names_info.append(result)
objects["globals"].sort()
for name, obj in objects["globals"]:
result = format_var_info(name, obj, "globals")
names_info.append(result)
objects["builtins"].sort()
for name, obj in objects["builtins"]:
result = format_var_info(name, obj)
names_info.append(result)
objects["expressions"].sort()
for name, obj in objects["expressions"]:
result = format_var_info(name, obj)
names_info.append(result)
if names_info:
names_info.append("")
var_info = {"var_info": "\n".join(names_info)}
builtins_warnings = find_renamed_builtins(frame)
if builtins_warnings:
var_info["additional_variable_warning"] = builtins_warnings
return var_info
def find_renamed_builtins(frame) -> str:
warnings = ""
for name in dir(builtins):
if name.startswith("_"):
continue
if (
name == "pow"
and "cos" in frame.f_locals
and "cosh" in frame.f_locals
and "pi" in frame.f_locals
):
# we likely did 'from math import *' which redefines pow;
# no warning needed in this case
continue
if name in frame.f_locals:
builtin_obj = getattr(builtins, name)
obj = frame.f_locals[name]
if builtin_obj != obj:
if name not in RENAMED_BUILTINS: # only once
warnings += _(
"Friendly warning: you have redefined the python builtin `{name}`.\n"
).format(name=name)
RENAMED_BUILTINS.add(name)
elif name in RENAMED_BUILTINS:
RENAMED_BUILTINS.remove(name)
elif name in RENAMED_BUILTINS:
RENAMED_BUILTINS.remove(name)
return warnings
def simplify_repr(value: str, splitlines: bool = True) -> str:
"""Remove irrelevant memory location information from functions, etc.
Does additional formatting in an attempt to make the values (repr)
more readable.
"""
if not value.startswith("<") or not value.endswith(">"):
debug_helper.log("simplify_repr called on value that is not of the form <...>")
debug_helper.log(f"value={value}")
return value
end_angle = ">>" if value.endswith(">>") else ">"
bound_method = "bound method" in value
if " at " in value:
# There are two reasons to remove the memory location information:
# 1. this information is essentially of no value for beginners
# 2. Removing this information ensures that consecutive runs of
# script to create tracebacks for the documentation will yield
# exactly the same results.
# This makes it easier to spot changes/regressions.
value = value.split(" at ")[0] + end_angle
elif " from " in value: # example: module X from stdlib_path
obj_repr, path = value.split(" from ")
path = path_utils.shorten_path(path[:-1]) # -1 removes >
# Avoid lines that are too long
if len(obj_repr) + len(path) > MAX_LENGTH and splitlines:
value = f"{obj_repr}>\n{INDENT}from {path}"
else:
value = f"{obj_repr}> from {path}"
# Replace some strings so that colour formatting is nicer
value = value.replace("<class '", "<class ")
value = value.replace("<module '", "<module ")
value = value.replace("'>", ">")
value = value.replace("' (built-in)", " (built-in)")
# The following replacement is done so that, when using rich, pygments
# does not style the - and 'in' in a weird way.
value = value.replace("built-in", "builtin")
if bound_method:
value = simplify_bound_method(value, splitlines=splitlines)
elif ".<locals>." in value:
parts = value.split(".<locals>.")
file_name = ".<locals>".join(parts[:-1])
obj_name = parts[-1]
if value.startswith("<function "):
start = "<function "
elif value.startswith("<class "):
start = "<class "
else:
start = "<"
file_name = file_name.replace(start, "").replace(".locals>", ".<locals>.")
value = start + obj_name + " defined in <function " + file_name + ">"
if len(value) > MAX_LENGTH and splitlines:
value = (
start + obj_name + f"\n{INDENT}defined in <function " + file_name + ">"
)
if "__main__." in value: # pragma: no cover
value = value.replace("__main__.", "")
return value
def simplify_bound_method(name: str, splitlines: bool = False) -> str:
name = name[:-1] # remove final >
if ".<locals>." in name:
method, obj = name.split(" of ")
parts = method.split(".<locals>.")
method = f"<bound method {parts[-1]}>"
obj_parts = obj.split(".<locals>.")
file_name = ".<locals>".join(obj_parts[:-1])
obj_name = obj_parts[-1]
name = f"{method} of <{obj_name}` defined in `<function {file_name[1:]}>"
if len(name) > MAX_LENGTH and splitlines:
of_object = f"\n{INDENT}of <{obj_name}"
defined_in = f"\n{INDENT}defined in <function {file_name[1:]}>"
name = method + of_object + defined_in
else:
name = name.replace(" of", "> of")
return name
def safe_repr(obj: Any) -> str:
try: # guard against the case where obj == Friendly; #106
obj_repr = str(obj.true_repr())
# wrapped in str() for added security in case someone
# else uses an attribute called true_repr
except Exception: # skipcq: PYL-W0703 - see PR #201 ... # noqa
# ... we ignore any attribute access failures here, not only AttributeError
try:
obj_repr = repr(obj)
except Exception: # issue #161: repr not returning a string # noqa
obj_repr = str(type(obj))
return obj_repr
def format_var_info(name: str, obj: str, _global: str = "") -> str:
"""Formats the variable information so that it fits on a single line
for each variable.
The format we want is something like the following:
[global] name: repr(name)
However, if repr(name) exceeds a certain value, it is truncated.
When that is the case, if len(name) is defined, as is the case for
lists, tuples, dicts, etc., then len(name) is shown on a separate line.
This can be useful information in case of IndexError and possibly
others.
"""
length_info = ""
if _global:
_global = "global "
obj_repr = safe_repr(obj)
obj_repr = confidential.redact_confidential(name, obj_repr)
if obj_repr.startswith("<") and obj_repr.endswith(">"):
obj_repr = simplify_repr(obj_repr)
elif "\n" in obj_repr:
obj_repr = format_multiline(obj_repr)
elif len(obj_repr) > MAX_LENGTH:
obj_repr, length_info = shorten_long_line(obj_repr, obj)
result = f" {_global}{name}: {obj_repr}"
if length_info:
indent = " " * min(7 + len(name), 12)
result += f"\n{indent}len({name}): {length_info}\n"
return result
def format_multiline(value: str) -> str:
# This is useful for tabular data
indent = "\n" + " " * 8
lines = value.split("\n")
new_lines = [line if len(line) < 72 else f"{line[:68]}..." for line in lines]
if len(new_lines) > 6:
new_lines = new_lines[:6] + ["..."]
return indent + indent.join(new_lines)
def shorten_long_line(value: str, obj: str) -> (str, str):
# We reduce the length of the repr, indicate this by ..., but we
# also keep the last character so that the repr of a list still
# ends with ], that of a tuple still ends with ), etc.
if "," in value: # try to truncate at a natural place
parts = value.split(", ")
length = 0
new_parts = []
for part in parts:
if len(part) + length > MAX_LENGTH:
break
new_parts.append(f"{part}, ")
length += len(part) + 2
if new_parts:
value = "".join(new_parts) + "..." + value[-1]
else:
value = f"{value[:MAX_LENGTH - 5]}...{value[-1]}"
else:
value = f"{value[:MAX_LENGTH - 5]}...{value[-1]}"
try:
length_info = len(obj)
except OverflowError:
length_info = _("Object too large to be processed by Python.")
except TypeError:
length_info = ""
except Exception as e:
length_info = _("Unable to compute.") + f" ({e.__class__.__name__})"
return value, length_info
def get_similar_names(
name: str, frame: types.FrameType, include_builtins: bool = True
) -> SimilarNamesInfo:
"""This function looks for objects with names similar to 'name' in
either the current locals() and globals() as well as in
Python's builtins.
"""
similar: SimilarNamesInfo = {}
# We need to first combine the candidates from all possible sources
# to treat them on an equal footing.
locals_ = list(frame.f_locals.keys())
globals_ = list(frame.f_globals.keys())
builtins_ = dir(builtins) if include_builtins else []
all_similar = utils.get_similar_words(name, locals_ + globals_ + builtins_)
similar["locals"] = []
similar["globals"] = []
similar["builtins"] = []
similar["best"] = ""
for word in all_similar:
if word in locals_:
similar["locals"].append(word)
elif word in globals_:
similar["globals"].append(word)
else:
similar["builtins"].append(word)
if all_similar:
most_similar = utils.get_similar_words(name, all_similar)
similar["best"] = most_similar[0]
elif name in {"length", "lenght"}:
# utils.get_similar_words() used above only look for relatively
# minor letter mismatches in making suggestions.
# Here we add a few additional hard-coded cases.
similar["builtins"] = ["len"]
similar["best"] = "len"
return similar
def name_has_type_hint(name: str, frame: types.FrameType) -> str:
"""Identifies if a variable name has a type hint associated with it.
This can be useful if a user write something like::
name : something
use(name)
instead of::
name = something
use(name)
and sees a NameError.
HOWEVER, when an exception is raised, it seems that the only type hints
that are picked up correctly are those found in the global scope.
"""
type_hint_found_in_scope = _(
"A type hint found for `{name}` in the {scope} scope.\n"
"Perhaps you had used a colon instead of an equal sign and wrote\n\n"
" {name} : {hint}\n\n"
"instead of\n\n"
" {name} = {hint}\n"
)
nonlocals = get_variables_in_frame_by_scope(frame, "nonlocal")
scopes = (
("local", frame.f_locals),
("global", frame.f_globals),
("nonlocal", nonlocals),
)
for scope, scope_dict in scopes:
if "__annotations__" in scope_dict and name in scope_dict["__annotations__"]:
hint = scope_dict["__annotations__"][name]
# For Python 3.10+, all type hints are strings
if (
isinstance(hint, str)
and sys.version_info.major == 3
and sys.version_info.minor < 10
):
hint = repr(hint)
return type_hint_found_in_scope.format(name=name, scope=scope, hint=hint)
return ""
|