Files
capa/capa/features/freeze/features.py
2023-08-03 17:21:46 +05:30

377 lines
12 KiB
Python

# Copyright (C) 2023 Mandiant, Inc. All Rights Reserved.
# 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: [package root]/LICENSE.txt
# 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.
import binascii
from typing import Union, Optional
from pydantic import Field, BaseModel, ConfigDict
import capa.features.file
import capa.features.insn
import capa.features.common
import capa.features.basicblock
class FeatureModel(BaseModel):
model_config = ConfigDict(frozen=True, populate_by_name=True)
def to_capa(self) -> capa.features.common.Feature:
if isinstance(self, OSFeature):
return capa.features.common.OS(self.os, description=self.description)
elif isinstance(self, ArchFeature):
return capa.features.common.Arch(self.arch, description=self.description)
elif isinstance(self, FormatFeature):
return capa.features.common.Format(self.format, description=self.description)
elif isinstance(self, MatchFeature):
return capa.features.common.MatchedRule(self.match, description=self.description)
elif isinstance(
self,
CharacteristicFeature,
):
return capa.features.common.Characteristic(self.characteristic, description=self.description)
elif isinstance(self, ExportFeature):
return capa.features.file.Export(self.export, description=self.description)
elif isinstance(self, ImportFeature):
return capa.features.file.Import(self.import_, description=self.description)
elif isinstance(self, SectionFeature):
return capa.features.file.Section(self.section, description=self.description)
elif isinstance(self, FunctionNameFeature):
return capa.features.file.FunctionName(self.function_name, description=self.description)
elif isinstance(self, SubstringFeature):
return capa.features.common.Substring(self.substring, description=self.description)
elif isinstance(self, RegexFeature):
return capa.features.common.Regex(self.regex, description=self.description)
elif isinstance(self, StringFeature):
return capa.features.common.String(self.string, description=self.description)
elif isinstance(self, ClassFeature):
return capa.features.common.Class(self.class_, description=self.description)
elif isinstance(self, NamespaceFeature):
return capa.features.common.Namespace(self.namespace, description=self.description)
elif isinstance(self, BasicBlockFeature):
return capa.features.basicblock.BasicBlock(description=self.description)
elif isinstance(self, APIFeature):
return capa.features.insn.API(self.api, description=self.description)
elif isinstance(self, PropertyFeature):
return capa.features.insn.Property(self.property, access=self.access, description=self.description)
elif isinstance(self, NumberFeature):
return capa.features.insn.Number(self.number, description=self.description)
elif isinstance(self, BytesFeature):
return capa.features.common.Bytes(binascii.unhexlify(self.bytes), description=self.description)
elif isinstance(self, OffsetFeature):
return capa.features.insn.Offset(self.offset, description=self.description)
elif isinstance(self, MnemonicFeature):
return capa.features.insn.Mnemonic(self.mnemonic, description=self.description)
elif isinstance(self, OperandNumberFeature):
return capa.features.insn.OperandNumber(
self.index,
self.operand_number,
description=self.description,
)
elif isinstance(self, OperandOffsetFeature):
return capa.features.insn.OperandOffset(
self.index,
self.operand_offset,
description=self.description,
)
else:
raise NotImplementedError(f"Feature.to_capa({type(self)}) not implemented")
def feature_from_capa(f: capa.features.common.Feature) -> "Feature":
if isinstance(f, capa.features.common.OS):
assert isinstance(f.value, str)
return OSFeature(os=f.value, description=f.description)
elif isinstance(f, capa.features.common.Arch):
assert isinstance(f.value, str)
return ArchFeature(arch=f.value, description=f.description)
elif isinstance(f, capa.features.common.Format):
assert isinstance(f.value, str)
return FormatFeature(format=f.value, description=f.description)
elif isinstance(f, capa.features.common.MatchedRule):
assert isinstance(f.value, str)
return MatchFeature(match=f.value, description=f.description)
elif isinstance(f, capa.features.common.Characteristic):
assert isinstance(f.value, str)
return CharacteristicFeature(characteristic=f.value, description=f.description)
elif isinstance(f, capa.features.file.Export):
assert isinstance(f.value, str)
return ExportFeature(export=f.value, description=f.description)
elif isinstance(f, capa.features.file.Import):
assert isinstance(f.value, str)
return ImportFeature(import_=f.value, description=f.description) # type: ignore
# Mypy is unable to recognise `import_` as a argument due to alias
elif isinstance(f, capa.features.file.Section):
assert isinstance(f.value, str)
return SectionFeature(section=f.value, description=f.description)
elif isinstance(f, capa.features.file.FunctionName):
assert isinstance(f.value, str)
return FunctionNameFeature(function_name=f.value, description=f.description) # type: ignore
# Mypy is unable to recognise `function_name` as a argument due to alias
# must come before check for String due to inheritance
elif isinstance(f, capa.features.common.Substring):
assert isinstance(f.value, str)
return SubstringFeature(substring=f.value, description=f.description)
# must come before check for String due to inheritance
elif isinstance(f, capa.features.common.Regex):
assert isinstance(f.value, str)
return RegexFeature(regex=f.value, description=f.description)
elif isinstance(f, capa.features.common.String):
assert isinstance(f.value, str)
return StringFeature(string=f.value, description=f.description)
elif isinstance(f, capa.features.common.Class):
assert isinstance(f.value, str)
return ClassFeature(class_=f.value, description=f.description) # type: ignore
# Mypy is unable to recognise `class_` as a argument due to alias
elif isinstance(f, capa.features.common.Namespace):
assert isinstance(f.value, str)
return NamespaceFeature(namespace=f.value, description=f.description)
elif isinstance(f, capa.features.basicblock.BasicBlock):
return BasicBlockFeature(description=f.description)
elif isinstance(f, capa.features.insn.API):
assert isinstance(f.value, str)
return APIFeature(api=f.value, description=f.description)
elif isinstance(f, capa.features.insn.Property):
assert isinstance(f.value, str)
return PropertyFeature(property=f.value, access=f.access, description=f.description)
elif isinstance(f, capa.features.insn.Number):
assert isinstance(f.value, (int, float))
return NumberFeature(number=f.value, description=f.description)
elif isinstance(f, capa.features.common.Bytes):
buf = f.value
assert isinstance(buf, bytes)
return BytesFeature(bytes=binascii.hexlify(buf).decode("ascii"), description=f.description)
elif isinstance(f, capa.features.insn.Offset):
assert isinstance(f.value, int)
return OffsetFeature(offset=f.value, description=f.description)
elif isinstance(f, capa.features.insn.Mnemonic):
assert isinstance(f.value, str)
return MnemonicFeature(mnemonic=f.value, description=f.description)
elif isinstance(f, capa.features.insn.OperandNumber):
assert isinstance(f.value, int)
return OperandNumberFeature(index=f.index, operand_number=f.value, description=f.description) # type: ignore
# Mypy is unable to recognise `operand_number` as a argument due to alias
elif isinstance(f, capa.features.insn.OperandOffset):
assert isinstance(f.value, int)
return OperandOffsetFeature(index=f.index, operand_offset=f.value, description=f.description) # type: ignore
# Mypy is unable to recognise `operand_offset` as a argument due to alias
else:
raise NotImplementedError(f"feature_from_capa({type(f)}) not implemented")
class OSFeature(FeatureModel):
type: str = "os"
os: str
description: Optional[str] = None
class ArchFeature(FeatureModel):
type: str = "arch"
arch: str
description: Optional[str] = None
class FormatFeature(FeatureModel):
type: str = "format"
format: str
description: Optional[str] = None
class MatchFeature(FeatureModel):
type: str = "match"
match: str
description: Optional[str] = None
class CharacteristicFeature(FeatureModel):
type: str = "characteristic"
characteristic: str
description: Optional[str] = None
class ExportFeature(FeatureModel):
type: str = "export"
export: str
description: Optional[str] = None
class ImportFeature(FeatureModel):
type: str = "import"
import_: str = Field(alias="import")
description: Optional[str] = None
class SectionFeature(FeatureModel):
type: str = "section"
section: str
description: Optional[str] = None
class FunctionNameFeature(FeatureModel):
type: str = "function name"
function_name: str = Field(alias="function name")
description: Optional[str] = None
class SubstringFeature(FeatureModel):
type: str = "substring"
substring: str
description: Optional[str] = None
class RegexFeature(FeatureModel):
type: str = "regex"
regex: str
description: Optional[str] = None
class StringFeature(FeatureModel):
type: str = "string"
string: str
description: Optional[str] = None
class ClassFeature(FeatureModel):
type: str = "class"
class_: str = Field(alias="class")
description: Optional[str] = None
class NamespaceFeature(FeatureModel):
type: str = "namespace"
namespace: str
description: Optional[str] = None
class BasicBlockFeature(FeatureModel):
type: str = "basic block"
description: Optional[str] = None
class APIFeature(FeatureModel):
type: str = "api"
api: str
description: Optional[str] = None
class PropertyFeature(FeatureModel):
type: str = "property"
access: Optional[str] = None
property: str
description: Optional[str] = None
class NumberFeature(FeatureModel):
type: str = "number"
number: Union[int, float]
description: Optional[str] = None
class BytesFeature(FeatureModel):
type: str = "bytes"
bytes: str
description: Optional[str] = None
class OffsetFeature(FeatureModel):
type: str = "offset"
offset: int
description: Optional[str] = None
class MnemonicFeature(FeatureModel):
type: str = "mnemonic"
mnemonic: str
description: Optional[str] = None
class OperandNumberFeature(FeatureModel):
type: str = "operand number"
index: int
operand_number: int = Field(alias="operand number")
description: Optional[str] = None
class OperandOffsetFeature(FeatureModel):
type: str = "operand offset"
index: int
operand_offset: int = Field(alias="operand offset")
description: Optional[str] = None
Feature = Union[
OSFeature,
ArchFeature,
FormatFeature,
MatchFeature,
CharacteristicFeature,
ExportFeature,
ImportFeature,
SectionFeature,
FunctionNameFeature,
SubstringFeature,
RegexFeature,
StringFeature,
ClassFeature,
NamespaceFeature,
APIFeature,
PropertyFeature,
NumberFeature,
BytesFeature,
OffsetFeature,
MnemonicFeature,
OperandNumberFeature,
OperandOffsetFeature,
# Note! this must be last, see #1161
BasicBlockFeature,
]