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349 changes: 185 additions & 164 deletions bugbug/feature_cleanup.py
Original file line number Diff line number Diff line change
Expand Up @@ -6,172 +6,193 @@
import re


def url(text):
text = re.sub(
r"http[s]?://(hg.mozilla|searchfox|dxr.mozilla)\S+",
"__CODE_REFERENCE_URL__",
text,
)
return re.sub(r"http\S+", "__URL__", text)


def fileref(text):
return re.sub(
r"\w+\.py\b|\w+\.json\b|\w+\.js\b|\w+\.jsm\b|\w+\.html\b|\w+\.css\b|\w+\.c\b|\w+\.cpp\b|\w+\.h\b",
"__FILE_REFERENCE__",
text,
)


def responses(text):
return re.sub(">[^\n]+", " ", text)


def hex(text):
return re.sub(r"\b0[xX][0-9a-fA-F]+\b", "__HEX_NUMBER__", text)


FIREFOX_DLLS_MATCH = "|".join(
[
"libmozwayland.so",
"libssl3.so",
"libnssdbm3.so",
"liblgpllibs.so",
"libmozavutil.so",
"libxul.so",
"libmozgtk.so",
"libnssckbi.so",
"libclearkey.dylib",
"libmozsqlite3.so",
"libplc4.so",
"libsmime3.so",
"libclearkey.so",
"libnssutil3.so",
"libnss3.so",
"libplds4.so",
"libfreeblpriv3.so",
"libsoftokn3.so",
"libmozgtk.so",
"libmozavcodec.so",
"libnspr4.so",
"IA2Marshal.dll",
"lgpllibs.dll",
"libEGL.dll",
"libGLESv2.dll",
"libmozsandbox.so",
"AccessibleHandler.dll",
"AccessibleMarshal.dll",
"api-ms-win-core-console-l1-1-0.dll",
"api-ms-win-core-datetime-l1-1-0.dll",
"api-ms-win-core-debug-l1-1-0.dll",
"api-ms-win-core-errorhandling-l1-1-0.dll",
"api-ms-win-core-file-l1-1-0.dll",
"api-ms-win-core-file-l1-2-0.dll",
"api-ms-win-core-file-l2-1-0.dll",
"api-ms-win-core-handle-l1-1-0.dll",
"api-ms-win-core-heap-l1-1-0.dll",
"api-ms-win-core-interlocked-l1-1-0.dll",
"api-ms-win-core-libraryloader-l1-1-0.dll",
"api-ms-win-core-localization-l1-2-0.dll",
"api-ms-win-core-memory-l1-1-0.dll",
"api-ms-win-core-namedpipe-l1-1-0.dll",
"api-ms-win-core-processenvironment-l1-1-0.dll",
"api-ms-win-core-processthreads-l1-1-0.dll",
"api-ms-win-core-processthreads-l1-1-1.dll",
"api-ms-win-core-profile-l1-1-0.dll",
"api-ms-win-core-rtlsupport-l1-1-0.dll",
"api-ms-win-core-string-l1-1-0.dll",
"api-ms-win-core-synch-l1-1-0.dll",
"api-ms-win-core-synch-l1-2-0.dll",
"api-ms-win-core-sysinfo-l1-1-0.dll",
"api-ms-win-core-timezone-l1-1-0.dll",
"api-ms-win-core-util-l1-1-0.dll",
"api-ms-win-crt-conio-l1-1-0.dll",
"api-ms-win-crt-convert-l1-1-0.dll",
"api-ms-win-crt-environment-l1-1-0.dll",
"api-ms-win-crt-filesystem-l1-1-0.dll",
"api-ms-win-crt-heap-l1-1-0.dll",
"api-ms-win-crt-locale-l1-1-0.dll",
"api-ms-win-crt-math-l1-1-0.dll",
"api-ms-win-crt-multibyte-l1-1-0.dll",
"api-ms-win-crt-private-l1-1-0.dll",
"api-ms-win-crt-process-l1-1-0.dll",
"api-ms-win-crt-runtime-l1-1-0.dll",
"api-ms-win-crt-stdio-l1-1-0.dll",
"api-ms-win-crt-string-l1-1-0.dll",
"api-ms-win-crt-time-l1-1-0.dll",
"api-ms-win-crt-utility-l1-1-0.dll",
"d3dcompiler_47.dll",
"freebl3.dll",
"mozavcodec.dll",
"mozavutil.dll",
"mozglue.dll",
"msvcp140.dll",
"nss3.dll",
"nssckbi.dll",
"nssdbm3.dll",
"qipcap64.dll",
"softokn3.dll",
"ucrtbase.dll",
"vcruntime140.dll",
"xul.dll",
"clearkey.dll",
"libfreebl3.dylib",
"liblgpllibs.dylib",
"libmozavcodec.dylib",
"libmozavutil.dylib",
"libmozglue.dylib",
"libnss3.dylib",
"libnssckbi.dylib",
"libnssdbm3.dylib",
"libplugin_child_interpose.dylib",
"libsoftokn3.dylib",
]
).replace(".", r"\.")


def dll(text):
regex = fr"\b(?!{FIREFOX_DLLS_MATCH})\w+(\.dll|\.so|\.dylib)\b"
return re.sub(regex, "__DLL_NAME__", text)


def synonyms(text):
synonyms = [
("safemode", ["safemode", "safe mode"]),
("str", ["str", "steps to reproduce", "repro steps"]),
("uaf", ["uaf", "use after free", "use-after-free"]),
("asan", ["asan", "address sanitizer", "addresssanitizer"]),
(
"permafailure",
class url(object):
def __init__(self):
self.reference_url = re.compile(
r"http[s]?://(hg.mozilla|searchfox|dxr.mozilla)\S+"
)
self.url = re.compile(r"http\S+")

def __call__(self, text):
return self.url.sub(
"__URL__", self.reference_url.sub("__CODE_REFERENCE_URL__", text)
)


class fileref(object):
def __init__(self):
self.pattern = re.compile(
r"\w+\.py\b|\w+\.json\b|\w+\.js\b|\w+\.jsm\b|\w+\.html\b|\w+\.css\b|\w+\.c\b|\w+\.cpp\b|\w+\.h\b"
)

def __call__(self, text):
return self.pattern.sub("__FILE_REFERENCE__", text)


class responses(object):
def __init__(self):
self.pattern = re.compile(">[^\n]+")

def __call__(self, text):
return self.pattern.sub(" ", text)


class hex(object):
def __init__(self):
self.pattern = re.compile(r"\b0[xX][0-9a-fA-F]+\b")

def __call__(self, text):
return self.pattern.sub("__HEX_NUMBER__", text)


class dll(object):
def __init__(self):
FIREFOX_DLLS_MATCH = "|".join(
[
"permafailure",
"permafailing",
"permafail",
"perma failure",
"perma failing",
"perma fail",
"perma-failure",
"perma-failing",
"perma-fail",
],
),
("spec", ["spec", "specification"]),
]

for synonym_group, synonym_list in synonyms:
text = re.sub(
"|".join(fr"\b{synonym}\b" for synonym in synonym_list),
synonym_group,
text,
flags=re.IGNORECASE,
"libmozwayland.so",
"libssl3.so",
"libnssdbm3.so",
"liblgpllibs.so",
"libmozavutil.so",
"libxul.so",
"libmozgtk.so",
"libnssckbi.so",
"libclearkey.dylib",
"libmozsqlite3.so",
"libplc4.so",
"libsmime3.so",
"libclearkey.so",
"libnssutil3.so",
"libnss3.so",
"libplds4.so",
"libfreeblpriv3.so",
"libsoftokn3.so",
"libmozgtk.so",
"libmozavcodec.so",
"libnspr4.so",
"IA2Marshal.dll",
"lgpllibs.dll",
"libEGL.dll",
"libGLESv2.dll",
"libmozsandbox.so",
"AccessibleHandler.dll",
"AccessibleMarshal.dll",
"api-ms-win-core-console-l1-1-0.dll",
"api-ms-win-core-datetime-l1-1-0.dll",
"api-ms-win-core-debug-l1-1-0.dll",
"api-ms-win-core-errorhandling-l1-1-0.dll",
"api-ms-win-core-file-l1-1-0.dll",
"api-ms-win-core-file-l1-2-0.dll",
"api-ms-win-core-file-l2-1-0.dll",
"api-ms-win-core-handle-l1-1-0.dll",
"api-ms-win-core-heap-l1-1-0.dll",
"api-ms-win-core-interlocked-l1-1-0.dll",
"api-ms-win-core-libraryloader-l1-1-0.dll",
"api-ms-win-core-localization-l1-2-0.dll",
"api-ms-win-core-memory-l1-1-0.dll",
"api-ms-win-core-namedpipe-l1-1-0.dll",
"api-ms-win-core-processenvironment-l1-1-0.dll",
"api-ms-win-core-processthreads-l1-1-0.dll",
"api-ms-win-core-processthreads-l1-1-1.dll",
"api-ms-win-core-profile-l1-1-0.dll",
"api-ms-win-core-rtlsupport-l1-1-0.dll",
"api-ms-win-core-string-l1-1-0.dll",
"api-ms-win-core-synch-l1-1-0.dll",
"api-ms-win-core-synch-l1-2-0.dll",
"api-ms-win-core-sysinfo-l1-1-0.dll",
"api-ms-win-core-timezone-l1-1-0.dll",
"api-ms-win-core-util-l1-1-0.dll",
"api-ms-win-crt-conio-l1-1-0.dll",
"api-ms-win-crt-convert-l1-1-0.dll",
"api-ms-win-crt-environment-l1-1-0.dll",
"api-ms-win-crt-filesystem-l1-1-0.dll",
"api-ms-win-crt-heap-l1-1-0.dll",
"api-ms-win-crt-locale-l1-1-0.dll",
"api-ms-win-crt-math-l1-1-0.dll",
"api-ms-win-crt-multibyte-l1-1-0.dll",
"api-ms-win-crt-private-l1-1-0.dll",
"api-ms-win-crt-process-l1-1-0.dll",
"api-ms-win-crt-runtime-l1-1-0.dll",
"api-ms-win-crt-stdio-l1-1-0.dll",
"api-ms-win-crt-string-l1-1-0.dll",
"api-ms-win-crt-time-l1-1-0.dll",
"api-ms-win-crt-utility-l1-1-0.dll",
"d3dcompiler_47.dll",
"freebl3.dll",
"mozavcodec.dll",
"mozavutil.dll",
"mozglue.dll",
"msvcp140.dll",
"nss3.dll",
"nssckbi.dll",
"nssdbm3.dll",
"qipcap64.dll",
"softokn3.dll",
"ucrtbase.dll",
"vcruntime140.dll",
"xul.dll",
"clearkey.dll",
"libfreebl3.dylib",
"liblgpllibs.dylib",
"libmozavcodec.dylib",
"libmozavutil.dylib",
"libmozglue.dylib",
"libnss3.dylib",
"libnssckbi.dylib",
"libnssdbm3.dylib",
"libplugin_child_interpose.dylib",
"libsoftokn3.dylib",
]
).replace(".", r"\.")
self.pattern = re.compile(
fr"\b(?!{FIREFOX_DLLS_MATCH})\w+(\.dll|\.so|\.dylib)\b"
)

return text
def __call__(self, text):
return self.pattern.sub("__DLL_NAME__", text)


class synonyms(object):
def __init__(self):
synonyms = [
("safemode", ["safemode", "safe mode"]),
("str", ["str", "steps to reproduce", "repro steps"]),
("uaf", ["uaf", "use after free", "use-after-free"]),
("asan", ["asan", "address sanitizer", "addresssanitizer"]),
(
"permafailure",
[
"permafailure",
"permafailing",
"permafail",
"perma failure",
"perma failing",
"perma fail",
"perma-failure",
"perma-failing",
"perma-fail",
],
),
("spec", ["spec", "specification"]),
]
self.pattern = {}
for synonym_group, synonym_list in synonyms:
self.pattern[synonym_group] = re.compile(
"|".join(fr"\b{synonym}\b" for synonym in synonym_list),
flags=re.IGNORECASE,
)

def __call__(self, text):
for synonym_group in self.pattern:
text = self.pattern[synonym_group].sub(synonym_group, text)
return text


class crash(object):
def __init__(self):
self.pattern = re.compile(
r"bp-[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]{6}[0-9]{6}\b"
)

def crash(text):
return re.sub(
r"bp-[a-f0-9]{8}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]{4}-[a-f0-9]{6}[0-9]{6}\b",
"__CRASH_STATS_LINK__",
text,
)
def __call__(self, text):
return self.pattern.sub("__CRASH_STATS_LINK__", text)
6 changes: 3 additions & 3 deletions bugbug/models/assignee.py
Original file line number Diff line number Diff line change
Expand Up @@ -48,9 +48,9 @@ def __init__(self, lemmatization=False):
]

cleanup_functions = [
feature_cleanup.fileref,
feature_cleanup.url,
feature_cleanup.synonyms,
feature_cleanup.fileref(),
feature_cleanup.url(),
feature_cleanup.synonyms(),
]

self.extraction_pipeline = Pipeline(
Expand Down
6 changes: 3 additions & 3 deletions bugbug/models/backout.py
Original file line number Diff line number Diff line change
Expand Up @@ -41,9 +41,9 @@ def __init__(self, lemmatization=False):
]

cleanup_functions = [
feature_cleanup.fileref,
feature_cleanup.url,
feature_cleanup.synonyms,
feature_cleanup.fileref(),
feature_cleanup.url(),
feature_cleanup.synonyms(),
]

self.extraction_pipeline = Pipeline(
Expand Down
6 changes: 3 additions & 3 deletions bugbug/models/component.py
Original file line number Diff line number Diff line change
Expand Up @@ -77,9 +77,9 @@ def __init__(self, lemmatization=False):
]

cleanup_functions = [
feature_cleanup.fileref,
feature_cleanup.url,
feature_cleanup.synonyms,
feature_cleanup.fileref(),
feature_cleanup.url(),
feature_cleanup.synonyms(),
]

self.extraction_pipeline = Pipeline(
Expand Down
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