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polybassaNils Weiss
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Improve performance in packet dissection (#5005)
* refactor: improve field handling and performance optimizations in packet processing Profiled packet dissection and optimized the critical path. Benchmark on `Ether/IP/TCP/Raw` (10K iterations): **6153 → 7197 pkt/s (+17%)**, function calls reduced from 6.71M to 4.92M (-27%). ## Changes ### `scapy/fields.py` - **`Field.getfield()`**: Use `struct.unpack_from(buf)` instead of `struct.unpack(buf[:n])` to avoid temporary slice allocation. Falls back to slice for bytes subclasses (e.g. `TrailerBytes`) that override `__getitem__`. - **`Field.m2i/h2i/i2m`**: Remove `typing.cast()` — 260K+ no-op function calls per 10K packets. - **`_FieldContainer`/`Field`**: Add class-level `_is_conditional`/`_may_end` flags to avoid `isinstance()` in tight loops. ### `scapy/packet.py` - **`do_dissect()`**: Check pre-computed field flags instead of `isinstance(ConditionalField)` / `isinstance(MayEnd)` per iteration. - **`guess_payload_class()`**: Inline `getfieldval` with local variable caching of `self.fields`/`self.overloaded_fields`/`self.default_fields`. Original did 3 dict lookups + deprecated field check per field per candidate layer. - **`getfieldval()`**: Replace `if k in d1 ... elif k in d2 ...` with single `try/except KeyError` on fast path. - **`__init__()`**: Skip `time.time()` syscall for internal sub-layer packets (`_internal=1`). - **`_raw_packet_cache_field_value()`**: Replace per-call lambda with direct attribute access. - **`do_init_cached_fields()`**: Eliminate redundant `dict.get()` pattern. ## API No public API changes. ## Dissection Throughput (10K iterations each) | Packet Type | Baseline | Optimized | Δ | |---|---|---|---| | `Ether/IP/TCP/Raw(100B)` | 7,026 pkt/s | 7,508 pkt/s | **+6.9%** | | `Ether/IP/UDP/DNS(query)` | 5,286 pkt/s | 5,685 pkt/s | **+7.5%** | | `Ether/IP/UDP/DNS(response)` | 2,726 pkt/s | 2,889 pkt/s | **+6.0%** | | `Ether/IP/ICMP` | 5,603 pkt/s | 6,000 pkt/s | **+7.1%** | | `IP/TCP/Raw(50B)` | 9,389 pkt/s | 10,063 pkt/s | **+7.2%** | | `Ether/IP/TCP/Raw(1400B)` | 6,870 pkt/s | 7,439 pkt/s | **+8.3%** | | `Ether` (minimal) | 62,548 pkt/s | 64,819 pkt/s | **+3.6%** | | `IP/UDP/Raw(5B)` | 7,998 pkt/s | 8,776 pkt/s | **+9.7%** | | Batch 1000×`Ether/IP/TCP/Raw` (100K pkts) | 7,117 pkt/s | 7,781 pkt/s | **+9.3%** | ## Profile Comparison (5,000 `Ether/IP/TCP/Raw` dissections) | Metric | Baseline | Optimized | Δ | |---|---|---|---| | Total function calls | 2,915,002 | 2,350,002 | **−19.4%** | | Total time | 1.559s | 1.357s | **−13.0%** | | `isinstance()` calls | 380,000 | 230,000 | **−39.5%** | | `guess_payload_class` time | 0.137s | 0.062s | **−55%** | ## Key Observations - Consistent **6–10% throughput improvement** across all packet types - Larger improvement on simpler packets (IP/UDP, IP/TCP) where overhead is proportionally higher - DNS response shows less improvement since most time is spent in complex DNS field parsing - `isinstance()` calls reduced by ~40% via pre-computed `_is_conditional`/`_may_end` flags - `guess_payload_class` is **2× faster** due to inlined field lookups with local variable caching AI-Assisted: yes (Claude Code Opus 4.6) * fix flake8 and mypy AI-Assisted: no * Potential fix for pull request finding AI-Assisted: yes (GitHub Copilot) * Apply feedback AI-Assisted: no --------- Co-authored-by: Nils Weiss <nils.weiss@dissecto.com>
1 parent 69fb728 commit 326cf5e

2 files changed

Lines changed: 44 additions & 21 deletions

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scapy/fields.py

Lines changed: 15 additions & 5 deletions
Original file line numberDiff line numberDiff line change
@@ -160,6 +160,8 @@ class Field(Generic[I, M], metaclass=Field_metaclass):
160160
islist = 0
161161
ismutable = False
162162
holds_packets = 0
163+
isconditional = False
164+
ismayend = False
163165

164166
def __init__(self, name, default, fmt="H"):
165167
# type: (str, Any, str) -> None
@@ -198,7 +200,7 @@ def i2count(self, pkt, x):
198200
def h2i(self, pkt, x):
199201
# type: (Optional[Packet], Any) -> I
200202
"""Convert human value to internal value"""
201-
return cast(I, x)
203+
return x # type: ignore
202204

203205
def i2h(self, pkt, x):
204206
# type: (Optional[Packet], I) -> Any
@@ -208,16 +210,16 @@ def i2h(self, pkt, x):
208210
def m2i(self, pkt, x):
209211
# type: (Optional[Packet], M) -> I
210212
"""Convert machine value to internal value"""
211-
return cast(I, x)
213+
return x # type: ignore
212214

213215
def i2m(self, pkt, x):
214216
# type: (Optional[Packet], Optional[I]) -> M
215217
"""Convert internal value to machine value"""
216218
if x is None:
217-
return cast(M, 0)
219+
return 0 # type: ignore
218220
elif isinstance(x, str):
219-
return cast(M, bytes_encode(x))
220-
return cast(M, x)
221+
return bytes_encode(x) # type: ignore
222+
return x # type: ignore
221223

222224
def any2i(self, pkt, x):
223225
# type: (Optional[Packet], Any) -> Optional[I]
@@ -257,6 +259,10 @@ def getfield(self, pkt, s):
257259
first the raw packet string after having removed the extracted field,
258260
second the extracted field itself in internal representation.
259261
"""
262+
# Use unpack_from for plain bytes (avoids temporary slice allocation).
263+
# Fall back to unpack+slice for subclasses that override __getitem__.
264+
if type(s) is bytes:
265+
return s[self.sz:], self.m2i(pkt, self.struct.unpack_from(s)[0])
260266
return s[self.sz:], self.m2i(pkt, self.struct.unpack(s[:self.sz])[0])
261267

262268
def do_copy(self, x):
@@ -311,6 +317,8 @@ class _FieldContainer(object):
311317
A field that acts as a container for another field
312318
"""
313319
__slots__ = ["fld"]
320+
isconditional = False
321+
ismayend = False
314322

315323
def __getattr__(self, attr):
316324
# type: (str) -> Any
@@ -349,6 +357,7 @@ class MayEnd(_FieldContainer):
349357
to an empty value, else the behavior will be unexpected.
350358
"""
351359
__slots__ = ["fld"]
360+
ismayend = True
352361

353362
def __init__(self, fld):
354363
# type: (Any) -> None
@@ -380,6 +389,7 @@ def any2i(self, pkt, val):
380389

381390
class ConditionalField(_FieldContainer):
382391
__slots__ = ["fld", "cond"]
392+
isconditional = True
383393

384394
def __init__(self,
385395
fld, # type: AnyField

scapy/packet.py

Lines changed: 29 additions & 16 deletions
Original file line numberDiff line numberDiff line change
@@ -32,7 +32,6 @@
3232
Field,
3333
FlagsField,
3434
FlagValue,
35-
MayEnd,
3635
MultiEnumField,
3736
MultipleTypeField,
3837
PadField,
@@ -156,7 +155,7 @@ def __init__(self,
156155
**fields # type: Any
157156
):
158157
# type: (...) -> None
159-
self.time = time.time() # type: Union[EDecimal, float]
158+
self.time = 0.0 if _internal else time.time() # type: Union[EDecimal, float]
160159
self.sent_time = None # type: Union[EDecimal, float, None]
161160
self.name = (self.__class__.__name__
162161
if self._name is None else
@@ -353,11 +352,12 @@ def do_init_cached_fields(self, for_dissect_only=False):
353352
cls_name = self.__class__
354353

355354
# Build the fields information
356-
if Packet.class_default_fields.get(cls_name, None) is None:
355+
default_fields = Packet.class_default_fields.get(cls_name)
356+
if default_fields is None:
357357
self.prepare_cached_fields(self.fields_desc)
358+
default_fields = Packet.class_default_fields.get(cls_name)
358359

359360
# Use fields information from cache
360-
default_fields = Packet.class_default_fields.get(cls_name, None)
361361
if default_fields:
362362
self.default_fields = default_fields
363363
self.fieldtype = Packet.class_fieldtype[cls_name]
@@ -517,12 +517,18 @@ def getfieldval(self, attr):
517517
# type: (str) -> Any
518518
if self.deprecated_fields and attr in self.deprecated_fields:
519519
attr = self._resolve_alias(attr)
520-
if attr in self.fields:
520+
try:
521521
return self.fields[attr]
522-
if attr in self.overloaded_fields:
522+
except KeyError:
523+
pass
524+
try:
523525
return self.overloaded_fields[attr]
524-
if attr in self.default_fields:
526+
except KeyError:
527+
pass
528+
try:
525529
return self.default_fields[attr]
530+
except KeyError:
531+
pass
526532
return self.payload.getfieldval(attr)
527533

528534
def getfield_and_val(self, attr):
@@ -726,17 +732,24 @@ def copy_fields_dict(self, fields):
726732
def _raw_packet_cache_field_value(self, fld, val, copy=False):
727733
# type: (AnyField, Any, bool) -> Optional[Any]
728734
"""Get a value representative of a mutable field to detect changes"""
729-
_cpy = lambda x: fld.do_copy(x) if copy else x # type: Callable[[Any], Any]
730735
if fld.holds_packets:
731736
# avoid copying whole packets (perf: #GH3894)
732737
if fld.islist:
738+
if copy:
739+
return [
740+
(fld.do_copy(x.fields), x.payload.raw_packet_cache)
741+
for x in val
742+
]
733743
return [
734-
(_cpy(x.fields), x.payload.raw_packet_cache) for x in val
744+
(x.fields, x.payload.raw_packet_cache) for x in val
735745
]
736746
else:
737-
return (_cpy(val.fields), val.payload.raw_packet_cache)
747+
if copy:
748+
return (fld.do_copy(val.fields),
749+
val.payload.raw_packet_cache)
750+
return (val.fields, val.payload.raw_packet_cache)
738751
elif fld.islist or fld.ismutable:
739-
return _cpy(val)
752+
return fld.do_copy(val) if copy else val
740753
return None
741754

742755
def clear_cache(self):
@@ -1082,7 +1095,7 @@ def do_dissect(self, s):
10821095
for f in self.fields_desc:
10831096
s, fval = f.getfield(self, s)
10841097
# Skip unused ConditionalField
1085-
if isinstance(f, ConditionalField) and fval is None:
1098+
if f.isconditional and fval is None:
10861099
continue
10871100
# We need to track fields with mutable values to discard
10881101
# .raw_packet_cache when needed.
@@ -1091,9 +1104,9 @@ def do_dissect(self, s):
10911104
self._raw_packet_cache_field_value(f, fval, copy=True)
10921105
self.fields[f.name] = fval
10931106
# Nothing left to dissect
1094-
if not s and (isinstance(f, MayEnd) or
1095-
(fval is not None and isinstance(f, ConditionalField) and
1096-
isinstance(f.fld, MayEnd))):
1107+
if not s and (f.ismayend or
1108+
(fval is not None and f.isconditional and
1109+
f.fld.ismayend)): # type: ignore
10971110
break
10981111
self.raw_packet_cache = _raw[:-len(s)] if s else _raw
10991112
self.explicit = 1
@@ -1859,7 +1872,7 @@ def __new__(cls, *args, **kargs):
18591872
if singl is None:
18601873
cls.__singl__ = singl = Packet.__new__(cls)
18611874
Packet.__init__(singl)
1862-
return cast(NoPayload, singl)
1875+
return singl # type: ignore
18631876

18641877
def __init__(self, *args, **kargs):
18651878
# type: (*Any, **Any) -> None

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