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# mypy: allow-untyped-defs | |
"""Utilities for assertion debugging.""" | |
from __future__ import annotations | |
import collections.abc | |
import os | |
import pprint | |
from typing import AbstractSet | |
from typing import Any | |
from typing import Callable | |
from typing import Iterable | |
from typing import Literal | |
from typing import Mapping | |
from typing import Protocol | |
from typing import Sequence | |
from unicodedata import normalize | |
from _pytest import outcomes | |
import _pytest._code | |
from _pytest._io.pprint import PrettyPrinter | |
from _pytest._io.saferepr import saferepr | |
from _pytest._io.saferepr import saferepr_unlimited | |
from _pytest.config import Config | |
# The _reprcompare attribute on the util module is used by the new assertion | |
# interpretation code and assertion rewriter to detect this plugin was | |
# loaded and in turn call the hooks defined here as part of the | |
# DebugInterpreter. | |
_reprcompare: Callable[[str, object, object], str | None] | None = None | |
# Works similarly as _reprcompare attribute. Is populated with the hook call | |
# when pytest_runtest_setup is called. | |
_assertion_pass: Callable[[int, str, str], None] | None = None | |
# Config object which is assigned during pytest_runtest_protocol. | |
_config: Config | None = None | |
class _HighlightFunc(Protocol): | |
def __call__(self, source: str, lexer: Literal["diff", "python"] = "python") -> str: | |
"""Apply highlighting to the given source.""" | |
def format_explanation(explanation: str) -> str: | |
r"""Format an explanation. | |
Normally all embedded newlines are escaped, however there are | |
three exceptions: \n{, \n} and \n~. The first two are intended | |
cover nested explanations, see function and attribute explanations | |
for examples (.visit_Call(), visit_Attribute()). The last one is | |
for when one explanation needs to span multiple lines, e.g. when | |
displaying diffs. | |
""" | |
lines = _split_explanation(explanation) | |
result = _format_lines(lines) | |
return "\n".join(result) | |
def _split_explanation(explanation: str) -> list[str]: | |
r"""Return a list of individual lines in the explanation. | |
This will return a list of lines split on '\n{', '\n}' and '\n~'. | |
Any other newlines will be escaped and appear in the line as the | |
literal '\n' characters. | |
""" | |
raw_lines = (explanation or "").split("\n") | |
lines = [raw_lines[0]] | |
for values in raw_lines[1:]: | |
if values and values[0] in ["{", "}", "~", ">"]: | |
lines.append(values) | |
else: | |
lines[-1] += "\\n" + values | |
return lines | |
def _format_lines(lines: Sequence[str]) -> list[str]: | |
"""Format the individual lines. | |
This will replace the '{', '}' and '~' characters of our mini formatting | |
language with the proper 'where ...', 'and ...' and ' + ...' text, taking | |
care of indentation along the way. | |
Return a list of formatted lines. | |
""" | |
result = list(lines[:1]) | |
stack = [0] | |
stackcnt = [0] | |
for line in lines[1:]: | |
if line.startswith("{"): | |
if stackcnt[-1]: | |
s = "and " | |
else: | |
s = "where " | |
stack.append(len(result)) | |
stackcnt[-1] += 1 | |
stackcnt.append(0) | |
result.append(" +" + " " * (len(stack) - 1) + s + line[1:]) | |
elif line.startswith("}"): | |
stack.pop() | |
stackcnt.pop() | |
result[stack[-1]] += line[1:] | |
else: | |
assert line[0] in ["~", ">"] | |
stack[-1] += 1 | |
indent = len(stack) if line.startswith("~") else len(stack) - 1 | |
result.append(" " * indent + line[1:]) | |
assert len(stack) == 1 | |
return result | |
def issequence(x: Any) -> bool: | |
return isinstance(x, collections.abc.Sequence) and not isinstance(x, str) | |
def istext(x: Any) -> bool: | |
return isinstance(x, str) | |
def isdict(x: Any) -> bool: | |
return isinstance(x, dict) | |
def isset(x: Any) -> bool: | |
return isinstance(x, (set, frozenset)) | |
def isnamedtuple(obj: Any) -> bool: | |
return isinstance(obj, tuple) and getattr(obj, "_fields", None) is not None | |
def isdatacls(obj: Any) -> bool: | |
return getattr(obj, "__dataclass_fields__", None) is not None | |
def isattrs(obj: Any) -> bool: | |
return getattr(obj, "__attrs_attrs__", None) is not None | |
def isiterable(obj: Any) -> bool: | |
try: | |
iter(obj) | |
return not istext(obj) | |
except Exception: | |
return False | |
def has_default_eq( | |
obj: object, | |
) -> bool: | |
"""Check if an instance of an object contains the default eq | |
First, we check if the object's __eq__ attribute has __code__, | |
if so, we check the equally of the method code filename (__code__.co_filename) | |
to the default one generated by the dataclass and attr module | |
for dataclasses the default co_filename is <string>, for attrs class, the __eq__ should contain "attrs eq generated" | |
""" | |
# inspired from https://github.com/willmcgugan/rich/blob/07d51ffc1aee6f16bd2e5a25b4e82850fb9ed778/rich/pretty.py#L68 | |
if hasattr(obj.__eq__, "__code__") and hasattr(obj.__eq__.__code__, "co_filename"): | |
code_filename = obj.__eq__.__code__.co_filename | |
if isattrs(obj): | |
return "attrs generated eq" in code_filename | |
return code_filename == "<string>" # data class | |
return True | |
def assertrepr_compare( | |
config, op: str, left: Any, right: Any, use_ascii: bool = False | |
) -> list[str] | None: | |
"""Return specialised explanations for some operators/operands.""" | |
verbose = config.get_verbosity(Config.VERBOSITY_ASSERTIONS) | |
# Strings which normalize equal are often hard to distinguish when printed; use ascii() to make this easier. | |
# See issue #3246. | |
use_ascii = ( | |
isinstance(left, str) | |
and isinstance(right, str) | |
and normalize("NFD", left) == normalize("NFD", right) | |
) | |
if verbose > 1: | |
left_repr = saferepr_unlimited(left, use_ascii=use_ascii) | |
right_repr = saferepr_unlimited(right, use_ascii=use_ascii) | |
else: | |
# XXX: "15 chars indentation" is wrong | |
# ("E AssertionError: assert "); should use term width. | |
maxsize = ( | |
80 - 15 - len(op) - 2 | |
) // 2 # 15 chars indentation, 1 space around op | |
left_repr = saferepr(left, maxsize=maxsize, use_ascii=use_ascii) | |
right_repr = saferepr(right, maxsize=maxsize, use_ascii=use_ascii) | |
summary = f"{left_repr} {op} {right_repr}" | |
highlighter = config.get_terminal_writer()._highlight | |
explanation = None | |
try: | |
if op == "==": | |
explanation = _compare_eq_any(left, right, highlighter, verbose) | |
elif op == "not in": | |
if istext(left) and istext(right): | |
explanation = _notin_text(left, right, verbose) | |
elif op == "!=": | |
if isset(left) and isset(right): | |
explanation = ["Both sets are equal"] | |
elif op == ">=": | |
if isset(left) and isset(right): | |
explanation = _compare_gte_set(left, right, highlighter, verbose) | |
elif op == "<=": | |
if isset(left) and isset(right): | |
explanation = _compare_lte_set(left, right, highlighter, verbose) | |
elif op == ">": | |
if isset(left) and isset(right): | |
explanation = _compare_gt_set(left, right, highlighter, verbose) | |
elif op == "<": | |
if isset(left) and isset(right): | |
explanation = _compare_lt_set(left, right, highlighter, verbose) | |
except outcomes.Exit: | |
raise | |
except Exception: | |
repr_crash = _pytest._code.ExceptionInfo.from_current()._getreprcrash() | |
explanation = [ | |
f"(pytest_assertion plugin: representation of details failed: {repr_crash}.", | |
" Probably an object has a faulty __repr__.)", | |
] | |
if not explanation: | |
return None | |
if explanation[0] != "": | |
explanation = ["", *explanation] | |
return [summary, *explanation] | |
def _compare_eq_any( | |
left: Any, right: Any, highlighter: _HighlightFunc, verbose: int = 0 | |
) -> list[str]: | |
explanation = [] | |
if istext(left) and istext(right): | |
explanation = _diff_text(left, right, verbose) | |
else: | |
from _pytest.python_api import ApproxBase | |
if isinstance(left, ApproxBase) or isinstance(right, ApproxBase): | |
# Although the common order should be obtained == expected, this ensures both ways | |
approx_side = left if isinstance(left, ApproxBase) else right | |
other_side = right if isinstance(left, ApproxBase) else left | |
explanation = approx_side._repr_compare(other_side) | |
elif type(left) is type(right) and ( | |
isdatacls(left) or isattrs(left) or isnamedtuple(left) | |
): | |
# Note: unlike dataclasses/attrs, namedtuples compare only the | |
# field values, not the type or field names. But this branch | |
# intentionally only handles the same-type case, which was often | |
# used in older code bases before dataclasses/attrs were available. | |
explanation = _compare_eq_cls(left, right, highlighter, verbose) | |
elif issequence(left) and issequence(right): | |
explanation = _compare_eq_sequence(left, right, highlighter, verbose) | |
elif isset(left) and isset(right): | |
explanation = _compare_eq_set(left, right, highlighter, verbose) | |
elif isdict(left) and isdict(right): | |
explanation = _compare_eq_dict(left, right, highlighter, verbose) | |
if isiterable(left) and isiterable(right): | |
expl = _compare_eq_iterable(left, right, highlighter, verbose) | |
explanation.extend(expl) | |
return explanation | |
def _diff_text(left: str, right: str, verbose: int = 0) -> list[str]: | |
"""Return the explanation for the diff between text. | |
Unless --verbose is used this will skip leading and trailing | |
characters which are identical to keep the diff minimal. | |
""" | |
from difflib import ndiff | |
explanation: list[str] = [] | |
if verbose < 1: | |
i = 0 # just in case left or right has zero length | |
for i in range(min(len(left), len(right))): | |
if left[i] != right[i]: | |
break | |
if i > 42: | |
i -= 10 # Provide some context | |
explanation = [ | |
f"Skipping {i} identical leading characters in diff, use -v to show" | |
] | |
left = left[i:] | |
right = right[i:] | |
if len(left) == len(right): | |
for i in range(len(left)): | |
if left[-i] != right[-i]: | |
break | |
if i > 42: | |
i -= 10 # Provide some context | |
explanation += [ | |
f"Skipping {i} identical trailing " | |
"characters in diff, use -v to show" | |
] | |
left = left[:-i] | |
right = right[:-i] | |
keepends = True | |
if left.isspace() or right.isspace(): | |
left = repr(str(left)) | |
right = repr(str(right)) | |
explanation += ["Strings contain only whitespace, escaping them using repr()"] | |
# "right" is the expected base against which we compare "left", | |
# see https://github.com/pytest-dev/pytest/issues/3333 | |
explanation += [ | |
line.strip("\n") | |
for line in ndiff(right.splitlines(keepends), left.splitlines(keepends)) | |
] | |
return explanation | |
def _compare_eq_iterable( | |
left: Iterable[Any], | |
right: Iterable[Any], | |
highlighter: _HighlightFunc, | |
verbose: int = 0, | |
) -> list[str]: | |
if verbose <= 0 and not running_on_ci(): | |
return ["Use -v to get more diff"] | |
# dynamic import to speedup pytest | |
import difflib | |
left_formatting = PrettyPrinter().pformat(left).splitlines() | |
right_formatting = PrettyPrinter().pformat(right).splitlines() | |
explanation = ["", "Full diff:"] | |
# "right" is the expected base against which we compare "left", | |
# see https://github.com/pytest-dev/pytest/issues/3333 | |
explanation.extend( | |
highlighter( | |
"\n".join( | |
line.rstrip() | |
for line in difflib.ndiff(right_formatting, left_formatting) | |
), | |
lexer="diff", | |
).splitlines() | |
) | |
return explanation | |
def _compare_eq_sequence( | |
left: Sequence[Any], | |
right: Sequence[Any], | |
highlighter: _HighlightFunc, | |
verbose: int = 0, | |
) -> list[str]: | |
comparing_bytes = isinstance(left, bytes) and isinstance(right, bytes) | |
explanation: list[str] = [] | |
len_left = len(left) | |
len_right = len(right) | |
for i in range(min(len_left, len_right)): | |
if left[i] != right[i]: | |
if comparing_bytes: | |
# when comparing bytes, we want to see their ascii representation | |
# instead of their numeric values (#5260) | |
# using a slice gives us the ascii representation: | |
# >>> s = b'foo' | |
# >>> s[0] | |
# 102 | |
# >>> s[0:1] | |
# b'f' | |
left_value = left[i : i + 1] | |
right_value = right[i : i + 1] | |
else: | |
left_value = left[i] | |
right_value = right[i] | |
explanation.append( | |
f"At index {i} diff:" | |
f" {highlighter(repr(left_value))} != {highlighter(repr(right_value))}" | |
) | |
break | |
if comparing_bytes: | |
# when comparing bytes, it doesn't help to show the "sides contain one or more | |
# items" longer explanation, so skip it | |
return explanation | |
len_diff = len_left - len_right | |
if len_diff: | |
if len_diff > 0: | |
dir_with_more = "Left" | |
extra = saferepr(left[len_right]) | |
else: | |
len_diff = 0 - len_diff | |
dir_with_more = "Right" | |
extra = saferepr(right[len_left]) | |
if len_diff == 1: | |
explanation += [ | |
f"{dir_with_more} contains one more item: {highlighter(extra)}" | |
] | |
else: | |
explanation += [ | |
"%s contains %d more items, first extra item: %s" | |
% (dir_with_more, len_diff, highlighter(extra)) | |
] | |
return explanation | |
def _compare_eq_set( | |
left: AbstractSet[Any], | |
right: AbstractSet[Any], | |
highlighter: _HighlightFunc, | |
verbose: int = 0, | |
) -> list[str]: | |
explanation = [] | |
explanation.extend(_set_one_sided_diff("left", left, right, highlighter)) | |
explanation.extend(_set_one_sided_diff("right", right, left, highlighter)) | |
return explanation | |
def _compare_gt_set( | |
left: AbstractSet[Any], | |
right: AbstractSet[Any], | |
highlighter: _HighlightFunc, | |
verbose: int = 0, | |
) -> list[str]: | |
explanation = _compare_gte_set(left, right, highlighter) | |
if not explanation: | |
return ["Both sets are equal"] | |
return explanation | |
def _compare_lt_set( | |
left: AbstractSet[Any], | |
right: AbstractSet[Any], | |
highlighter: _HighlightFunc, | |
verbose: int = 0, | |
) -> list[str]: | |
explanation = _compare_lte_set(left, right, highlighter) | |
if not explanation: | |
return ["Both sets are equal"] | |
return explanation | |
def _compare_gte_set( | |
left: AbstractSet[Any], | |
right: AbstractSet[Any], | |
highlighter: _HighlightFunc, | |
verbose: int = 0, | |
) -> list[str]: | |
return _set_one_sided_diff("right", right, left, highlighter) | |
def _compare_lte_set( | |
left: AbstractSet[Any], | |
right: AbstractSet[Any], | |
highlighter: _HighlightFunc, | |
verbose: int = 0, | |
) -> list[str]: | |
return _set_one_sided_diff("left", left, right, highlighter) | |
def _set_one_sided_diff( | |
posn: str, | |
set1: AbstractSet[Any], | |
set2: AbstractSet[Any], | |
highlighter: _HighlightFunc, | |
) -> list[str]: | |
explanation = [] | |
diff = set1 - set2 | |
if diff: | |
explanation.append(f"Extra items in the {posn} set:") | |
for item in diff: | |
explanation.append(highlighter(saferepr(item))) | |
return explanation | |
def _compare_eq_dict( | |
left: Mapping[Any, Any], | |
right: Mapping[Any, Any], | |
highlighter: _HighlightFunc, | |
verbose: int = 0, | |
) -> list[str]: | |
explanation: list[str] = [] | |
set_left = set(left) | |
set_right = set(right) | |
common = set_left.intersection(set_right) | |
same = {k: left[k] for k in common if left[k] == right[k]} | |
if same and verbose < 2: | |
explanation += [f"Omitting {len(same)} identical items, use -vv to show"] | |
elif same: | |
explanation += ["Common items:"] | |
explanation += highlighter(pprint.pformat(same)).splitlines() | |
diff = {k for k in common if left[k] != right[k]} | |
if diff: | |
explanation += ["Differing items:"] | |
for k in diff: | |
explanation += [ | |
highlighter(saferepr({k: left[k]})) | |
+ " != " | |
+ highlighter(saferepr({k: right[k]})) | |
] | |
extra_left = set_left - set_right | |
len_extra_left = len(extra_left) | |
if len_extra_left: | |
explanation.append( | |
"Left contains %d more item%s:" | |
% (len_extra_left, "" if len_extra_left == 1 else "s") | |
) | |
explanation.extend( | |
highlighter(pprint.pformat({k: left[k] for k in extra_left})).splitlines() | |
) | |
extra_right = set_right - set_left | |
len_extra_right = len(extra_right) | |
if len_extra_right: | |
explanation.append( | |
"Right contains %d more item%s:" | |
% (len_extra_right, "" if len_extra_right == 1 else "s") | |
) | |
explanation.extend( | |
highlighter(pprint.pformat({k: right[k] for k in extra_right})).splitlines() | |
) | |
return explanation | |
def _compare_eq_cls( | |
left: Any, right: Any, highlighter: _HighlightFunc, verbose: int | |
) -> list[str]: | |
if not has_default_eq(left): | |
return [] | |
if isdatacls(left): | |
import dataclasses | |
all_fields = dataclasses.fields(left) | |
fields_to_check = [info.name for info in all_fields if info.compare] | |
elif isattrs(left): | |
all_fields = left.__attrs_attrs__ | |
fields_to_check = [field.name for field in all_fields if getattr(field, "eq")] | |
elif isnamedtuple(left): | |
fields_to_check = left._fields | |
else: | |
assert False | |
indent = " " | |
same = [] | |
diff = [] | |
for field in fields_to_check: | |
if getattr(left, field) == getattr(right, field): | |
same.append(field) | |
else: | |
diff.append(field) | |
explanation = [] | |
if same or diff: | |
explanation += [""] | |
if same and verbose < 2: | |
explanation.append(f"Omitting {len(same)} identical items, use -vv to show") | |
elif same: | |
explanation += ["Matching attributes:"] | |
explanation += highlighter(pprint.pformat(same)).splitlines() | |
if diff: | |
explanation += ["Differing attributes:"] | |
explanation += highlighter(pprint.pformat(diff)).splitlines() | |
for field in diff: | |
field_left = getattr(left, field) | |
field_right = getattr(right, field) | |
explanation += [ | |
"", | |
f"Drill down into differing attribute {field}:", | |
f"{indent}{field}: {highlighter(repr(field_left))} != {highlighter(repr(field_right))}", | |
] | |
explanation += [ | |
indent + line | |
for line in _compare_eq_any( | |
field_left, field_right, highlighter, verbose | |
) | |
] | |
return explanation | |
def _notin_text(term: str, text: str, verbose: int = 0) -> list[str]: | |
index = text.find(term) | |
head = text[:index] | |
tail = text[index + len(term) :] | |
correct_text = head + tail | |
diff = _diff_text(text, correct_text, verbose) | |
newdiff = [f"{saferepr(term, maxsize=42)} is contained here:"] | |
for line in diff: | |
if line.startswith("Skipping"): | |
continue | |
if line.startswith("- "): | |
continue | |
if line.startswith("+ "): | |
newdiff.append(" " + line[2:]) | |
else: | |
newdiff.append(line) | |
return newdiff | |
def running_on_ci() -> bool: | |
"""Check if we're currently running on a CI system.""" | |
env_vars = ["CI", "BUILD_NUMBER"] | |
return any(var in os.environ for var in env_vars) | |