Add serde
This commit is contained in:
+441
@@ -0,0 +1,441 @@
|
||||
# Copyright 2020-2021 Ternaris.
|
||||
# SPDX-License-Identifier: Apache-2.0
|
||||
"""Reference CDR message serializer and deserializer."""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
import sys
|
||||
from struct import Struct, pack_into, unpack_from
|
||||
from typing import TYPE_CHECKING, Dict, List, Union, cast
|
||||
|
||||
import numpy
|
||||
|
||||
from rosbags.serde.messages import SerdeError, get_msgdef
|
||||
from rosbags.serde.typing import Msgdef
|
||||
from rosbags.serde.utils import SIZEMAP, Valtype
|
||||
|
||||
if TYPE_CHECKING:
|
||||
from typing import Any, Tuple
|
||||
|
||||
from rosbags.serde.typing import Descriptor
|
||||
|
||||
Array = Union[List[Msgdef], List[str], numpy.ndarray]
|
||||
BasetypeMap = Dict[str, Struct]
|
||||
BASETYPEMAP_LE: BasetypeMap = {
|
||||
'bool': Struct('?'),
|
||||
'int8': Struct('b'),
|
||||
'int16': Struct('<h'),
|
||||
'int32': Struct('<i'),
|
||||
'int64': Struct('<q'),
|
||||
'uint8': Struct('B'),
|
||||
'uint16': Struct('<H'),
|
||||
'uint32': Struct('<I'),
|
||||
'uint64': Struct('<Q'),
|
||||
'float32': Struct('<f'),
|
||||
'float64': Struct('<d'),
|
||||
}
|
||||
|
||||
BASETYPEMAP_BE: BasetypeMap = {
|
||||
'bool': Struct('?'),
|
||||
'int8': Struct('b'),
|
||||
'int16': Struct('>h'),
|
||||
'int32': Struct('>i'),
|
||||
'int64': Struct('>q'),
|
||||
'uint8': Struct('B'),
|
||||
'uint16': Struct('>H'),
|
||||
'uint32': Struct('>I'),
|
||||
'uint64': Struct('>Q'),
|
||||
'float32': Struct('>f'),
|
||||
'float64': Struct('>d'),
|
||||
}
|
||||
|
||||
|
||||
def deserialize_number(rawdata: bytes, bmap: BasetypeMap, pos: int, basetype: str) \
|
||||
-> Tuple[Union[bool, float, int], int]:
|
||||
"""Deserialize a single boolean, float, or int.
|
||||
|
||||
Args:
|
||||
rawdata: Serialized data.
|
||||
bmap: Basetype metadata.
|
||||
pos: Read position.
|
||||
basetype: Number type string.
|
||||
|
||||
Returns:
|
||||
Deserialized number and new read position.
|
||||
|
||||
"""
|
||||
dtype, size = bmap[basetype], SIZEMAP[basetype]
|
||||
pos = (pos + size - 1) & -size
|
||||
return dtype.unpack_from(rawdata, pos)[0], pos + size
|
||||
|
||||
|
||||
def deserialize_string(rawdata: bytes, bmap: BasetypeMap, pos: int) \
|
||||
-> Tuple[str, int]:
|
||||
"""Deserialize a string value.
|
||||
|
||||
Args:
|
||||
rawdata: Serialized data.
|
||||
bmap: Basetype metadata.
|
||||
pos: Read position.
|
||||
|
||||
Returns:
|
||||
Deserialized string and new read position.
|
||||
|
||||
"""
|
||||
pos = (pos + 4 - 1) & -4
|
||||
length = bmap['int32'].unpack_from(rawdata, pos)[0]
|
||||
val = bytes(rawdata[pos + 4:pos + 4 + length - 1])
|
||||
return val.decode(), pos + 4 + length
|
||||
|
||||
|
||||
def deserialize_array(rawdata: bytes, bmap: BasetypeMap, pos: int, num: int, desc: Descriptor) \
|
||||
-> Tuple[Array, int]:
|
||||
"""Deserialize an array of items of same type.
|
||||
|
||||
Args:
|
||||
rawdata: Serialized data.
|
||||
bmap: Basetype metadata.
|
||||
pos: Read position.
|
||||
num: Number of elements.
|
||||
desc: Element type descriptor.
|
||||
|
||||
Returns:
|
||||
Deserialized array and new read position.
|
||||
|
||||
Raises:
|
||||
SerdeError: Unexpected element type.
|
||||
|
||||
"""
|
||||
if desc.valtype == Valtype.BASE:
|
||||
if desc.args == 'string':
|
||||
strs = []
|
||||
while (num := num - 1) >= 0:
|
||||
val, pos = deserialize_string(rawdata, bmap, pos)
|
||||
strs.append(val)
|
||||
return strs, pos
|
||||
|
||||
size = SIZEMAP[desc.args]
|
||||
pos = (pos + size - 1) & -size
|
||||
ndarr = numpy.frombuffer(rawdata, dtype=desc.args, count=num, offset=pos)
|
||||
if (bmap is BASETYPEMAP_LE) != (sys.byteorder == 'little'):
|
||||
ndarr = ndarr.byteswap() # no inplace on readonly array
|
||||
return ndarr, pos + num * SIZEMAP[desc.args]
|
||||
|
||||
if desc.valtype == Valtype.MESSAGE:
|
||||
msgs = []
|
||||
while (num := num - 1) >= 0:
|
||||
msg, pos = deserialize_message(rawdata, bmap, pos, desc.args)
|
||||
msgs.append(msg)
|
||||
return msgs, pos
|
||||
|
||||
raise SerdeError(f'Nested arrays {desc!r} are not supported.')
|
||||
|
||||
|
||||
def deserialize_message(rawdata: bytes, bmap: BasetypeMap, pos: int, msgdef: Msgdef) \
|
||||
-> Tuple[Msgdef, int]:
|
||||
"""Deserialize a message.
|
||||
|
||||
Args:
|
||||
rawdata: Serialized data.
|
||||
bmap: Basetype metadata.
|
||||
pos: Read position.
|
||||
msgdef: Message definition.
|
||||
|
||||
Returns:
|
||||
Deserialized message and new read position.
|
||||
|
||||
"""
|
||||
values: List[Any] = []
|
||||
|
||||
for _, desc in msgdef.fields:
|
||||
if desc.valtype == Valtype.MESSAGE:
|
||||
obj, pos = deserialize_message(rawdata, bmap, pos, desc.args)
|
||||
values.append(obj)
|
||||
|
||||
elif desc.valtype == Valtype.BASE:
|
||||
if desc.args == 'string':
|
||||
val, pos = deserialize_string(rawdata, bmap, pos)
|
||||
values.append(val)
|
||||
else:
|
||||
num, pos = deserialize_number(rawdata, bmap, pos, desc.args)
|
||||
values.append(num)
|
||||
|
||||
elif desc.valtype == Valtype.ARRAY:
|
||||
arr, pos = deserialize_array(rawdata, bmap, pos, *desc.args)
|
||||
values.append(arr)
|
||||
|
||||
elif desc.valtype == Valtype.SEQUENCE:
|
||||
size, pos = deserialize_number(rawdata, bmap, pos, 'int32')
|
||||
arr, pos = deserialize_array(rawdata, bmap, pos, int(size), desc.args)
|
||||
values.append(arr)
|
||||
|
||||
return msgdef.cls(*values), pos
|
||||
|
||||
|
||||
def deserialize(rawdata: bytes, typename: str) -> Msgdef:
|
||||
"""Deserialize raw data into a message object.
|
||||
|
||||
Args:
|
||||
rawdata: Serialized data.
|
||||
typename: Type to deserialize.
|
||||
|
||||
Returns:
|
||||
Deserialized message object.
|
||||
|
||||
"""
|
||||
_, little_endian = unpack_from('BB', rawdata, 0)
|
||||
|
||||
msgdef = get_msgdef(typename)
|
||||
obj, _ = deserialize_message(
|
||||
rawdata[4:],
|
||||
BASETYPEMAP_LE if little_endian else BASETYPEMAP_BE,
|
||||
0,
|
||||
msgdef,
|
||||
)
|
||||
|
||||
return obj
|
||||
|
||||
|
||||
def serialize_number(
|
||||
rawdata: memoryview,
|
||||
bmap: BasetypeMap,
|
||||
pos: int,
|
||||
basetype: str,
|
||||
val: Union[bool, float, int],
|
||||
) -> int:
|
||||
"""Serialize a single boolean, float, or int.
|
||||
|
||||
Args:
|
||||
rawdata: Serialized data.
|
||||
bmap: Basetype metadata.
|
||||
pos: Write position.
|
||||
basetype: Number type string.
|
||||
val: Value to serialize.
|
||||
|
||||
Returns:
|
||||
Next write position.
|
||||
|
||||
"""
|
||||
dtype, size = bmap[basetype], SIZEMAP[basetype]
|
||||
pos = (pos + size - 1) & -size
|
||||
dtype.pack_into(rawdata, pos, val)
|
||||
return pos + size
|
||||
|
||||
|
||||
def serialize_string(rawdata: memoryview, bmap: BasetypeMap, pos: int, val: str) \
|
||||
-> int:
|
||||
"""Deserialize a string value.
|
||||
|
||||
Args:
|
||||
rawdata: Serialized data.
|
||||
bmap: Basetype metadata.
|
||||
pos: Write position.
|
||||
val: Value to serialize.
|
||||
|
||||
Returns:
|
||||
Next write position.
|
||||
|
||||
"""
|
||||
bval = memoryview(val.encode())
|
||||
length = len(bval) + 1
|
||||
|
||||
pos = (pos + 4 - 1) & -4
|
||||
bmap['int32'].pack_into(rawdata, pos, length)
|
||||
rawdata[pos + 4:pos + 4 + length - 1] = bval
|
||||
return pos + 4 + length
|
||||
|
||||
|
||||
def serialize_array(
|
||||
rawdata: memoryview,
|
||||
bmap: BasetypeMap,
|
||||
pos: int,
|
||||
desc: Descriptor,
|
||||
val: Array,
|
||||
) -> int:
|
||||
"""Serialize an array of items of same type.
|
||||
|
||||
Args:
|
||||
rawdata: Serialized data.
|
||||
bmap: Basetype metadata.
|
||||
pos: Write position.
|
||||
desc: Element type descriptor.
|
||||
val: Value to serialize.
|
||||
|
||||
Returns:
|
||||
Next write position.
|
||||
|
||||
Raises:
|
||||
SerdeError: Unexpected element type.
|
||||
|
||||
"""
|
||||
if desc.valtype == Valtype.BASE:
|
||||
if desc.args == 'string':
|
||||
for item in val:
|
||||
pos = serialize_string(rawdata, bmap, pos, cast(str, item))
|
||||
return pos
|
||||
|
||||
size = SIZEMAP[desc.args]
|
||||
pos = (pos + size - 1) & -size
|
||||
size *= len(val)
|
||||
val = cast(numpy.ndarray, val)
|
||||
if (bmap is BASETYPEMAP_LE) != (sys.byteorder == 'little'):
|
||||
val = val.byteswap() # no inplace on readonly array
|
||||
rawdata[pos:pos + size] = memoryview(val.tobytes())
|
||||
return pos + size
|
||||
|
||||
if desc.valtype == Valtype.MESSAGE:
|
||||
for item in val:
|
||||
pos = serialize_message(rawdata, bmap, pos, item, desc.args)
|
||||
return pos
|
||||
|
||||
raise SerdeError(f'Nested arrays {desc!r} are not supported.') # pragma: no cover
|
||||
|
||||
|
||||
def serialize_message(
|
||||
rawdata: memoryview,
|
||||
bmap: BasetypeMap,
|
||||
pos: int,
|
||||
message: Any,
|
||||
msgdef: Msgdef,
|
||||
) -> int:
|
||||
"""Serialize a message.
|
||||
|
||||
Args:
|
||||
rawdata: Serialized data.
|
||||
bmap: Basetype metadata.
|
||||
pos: Write position.
|
||||
message: Message object.
|
||||
msgdef: Message definition.
|
||||
|
||||
Returns:
|
||||
Next write position.
|
||||
|
||||
"""
|
||||
for fieldname, desc in msgdef.fields:
|
||||
val = getattr(message, fieldname)
|
||||
if desc.valtype == Valtype.MESSAGE:
|
||||
pos = serialize_message(rawdata, bmap, pos, val, desc.args)
|
||||
|
||||
elif desc.valtype == Valtype.BASE:
|
||||
if desc.args == 'string':
|
||||
pos = serialize_string(rawdata, bmap, pos, val)
|
||||
else:
|
||||
pos = serialize_number(rawdata, bmap, pos, desc.args, val)
|
||||
|
||||
elif desc.valtype == Valtype.ARRAY:
|
||||
pos = serialize_array(rawdata, bmap, pos, desc.args[1], val)
|
||||
|
||||
elif desc.valtype == Valtype.SEQUENCE:
|
||||
size = len(val)
|
||||
pos = serialize_number(rawdata, bmap, pos, 'int32', size)
|
||||
pos = serialize_array(rawdata, bmap, pos, desc.args, val)
|
||||
|
||||
return pos
|
||||
|
||||
|
||||
def get_array_size(desc: Descriptor, val: Array, size: int) -> int:
|
||||
"""Calculate size of an array.
|
||||
|
||||
Args:
|
||||
desc: Element type descriptor.
|
||||
val: Array to calculate size of.
|
||||
size: Current size of message.
|
||||
|
||||
Returns:
|
||||
Size of val in bytes.
|
||||
|
||||
Raises:
|
||||
SerdeError: Unexpected element type.
|
||||
|
||||
"""
|
||||
if desc.valtype == Valtype.BASE:
|
||||
if desc.args == 'string':
|
||||
for item in val:
|
||||
size = (size + 4 - 1) & -4
|
||||
size += 4 + len(item) + 1
|
||||
return size
|
||||
|
||||
isize = SIZEMAP[desc.args]
|
||||
size = (size + isize - 1) & -isize
|
||||
return size + isize * len(val)
|
||||
|
||||
if desc.valtype == Valtype.MESSAGE:
|
||||
for item in val:
|
||||
size = get_size(item, desc.args, size)
|
||||
return size
|
||||
|
||||
raise SerdeError(f'Nested arrays {desc!r} are not supported.') # pragma: no cover
|
||||
|
||||
|
||||
def get_size(message: Any, msgdef: Msgdef, size: int = 0) -> int:
|
||||
"""Calculate size of serialzied message.
|
||||
|
||||
Args:
|
||||
message: Message object.
|
||||
msgdef: Message definition.
|
||||
size: Current size of message.
|
||||
|
||||
Returns:
|
||||
Size of message in bytes.
|
||||
|
||||
Raises:
|
||||
SerdeError: Unexpected array length in message.
|
||||
|
||||
"""
|
||||
for fieldname, desc in msgdef.fields:
|
||||
val = getattr(message, fieldname)
|
||||
if desc.valtype == Valtype.MESSAGE:
|
||||
size = get_size(val, desc.args, size)
|
||||
|
||||
elif desc.valtype == Valtype.BASE:
|
||||
if desc.args == 'string':
|
||||
size = (size + 4 - 1) & -4
|
||||
size += 4 + len(val.encode()) + 1
|
||||
else:
|
||||
isize = SIZEMAP[desc.args]
|
||||
size = (size + isize - 1) & -isize
|
||||
size += isize
|
||||
|
||||
elif desc.valtype == Valtype.ARRAY:
|
||||
if len(val) != desc.args[0]:
|
||||
raise SerdeError(f'Unexpected array length: {len(val)} != {desc.args[0]}.')
|
||||
size = get_array_size(desc.args[1], val, size)
|
||||
|
||||
elif desc.valtype == Valtype.SEQUENCE:
|
||||
size = (size + 4 - 1) & -4
|
||||
size += 4
|
||||
size = get_array_size(desc.args, val, size)
|
||||
|
||||
return size
|
||||
|
||||
|
||||
def serialize(
|
||||
message: Any,
|
||||
typename: str,
|
||||
little_endian: bool = sys.byteorder == 'little',
|
||||
) -> memoryview:
|
||||
"""Serialize message object to bytes.
|
||||
|
||||
Args:
|
||||
message: Message object.
|
||||
typename: Type to serialize.
|
||||
little_endian: Should use little endianess.
|
||||
|
||||
Returns:
|
||||
Serialized bytes.
|
||||
|
||||
"""
|
||||
msgdef = get_msgdef(typename)
|
||||
size = 4 + get_size(message, msgdef)
|
||||
rawdata = memoryview(bytearray(size))
|
||||
|
||||
pack_into('BB', rawdata, 0, 0, little_endian)
|
||||
pos = serialize_message(
|
||||
rawdata[4:],
|
||||
BASETYPEMAP_LE if little_endian else BASETYPEMAP_BE,
|
||||
0,
|
||||
message,
|
||||
msgdef,
|
||||
)
|
||||
assert pos + 4 == size
|
||||
return rawdata.toreadonly()
|
||||
@@ -0,0 +1,382 @@
|
||||
# Copyright 2020-2021 Ternaris.
|
||||
# SPDX-License-Identifier: Apache-2.0
|
||||
"""Serializer and deserializer tests."""
|
||||
|
||||
from __future__ import annotations
|
||||
|
||||
from typing import TYPE_CHECKING
|
||||
from unittest.mock import MagicMock, patch
|
||||
|
||||
import numpy
|
||||
import pytest
|
||||
|
||||
from rosbags.serde import SerdeError, deserialize_cdr, ros1_to_cdr, serialize_cdr
|
||||
from rosbags.serde.messages import get_msgdef
|
||||
from rosbags.typesys import get_types_from_msg, register_types
|
||||
|
||||
from .cdr import deserialize, serialize
|
||||
|
||||
if TYPE_CHECKING:
|
||||
from typing import Any, Tuple, Union
|
||||
|
||||
MSG_POLY = (
|
||||
(
|
||||
b'\x00\x01\x00\x00' # header
|
||||
b'\x02\x00\x00\x00' # number of points = 2
|
||||
b'\x00\x00\x80\x3f' # x = 1
|
||||
b'\x00\x00\x00\x40' # y = 2
|
||||
b'\x00\x00\x40\x40' # z = 3
|
||||
b'\x00\x00\xa0\x3f' # x = 1.25
|
||||
b'\x00\x00\x10\x40' # y = 2.25
|
||||
b'\x00\x00\x50\x40' # z = 3.25
|
||||
),
|
||||
'geometry_msgs/msg/Polygon',
|
||||
True,
|
||||
)
|
||||
|
||||
MSG_MAGN = (
|
||||
(
|
||||
b'\x00\x01\x00\x00' # header
|
||||
b'\xc4\x02\x00\x00\x00\x01\x00\x00' # timestamp = 708s 256ns
|
||||
b'\x06\x00\x00\x00foo42\x00' # frameid 'foo42'
|
||||
b'\x00\x00\x00\x00\x00\x00' # padding
|
||||
b'\x00\x00\x00\x00\x00\x00\x60\x40' # x = 128
|
||||
b'\x00\x00\x00\x00\x00\x00\x60\x40' # y = 128
|
||||
b'\x00\x00\x00\x00\x00\x00\x60\x40' # z = 128
|
||||
b'\x00\x00\x00\x00\x00\x00\xF0\x3F' # covariance matrix = 3x3 diag
|
||||
b'\x00\x00\x00\x00\x00\x00\x00\x00'
|
||||
b'\x00\x00\x00\x00\x00\x00\x00\x00'
|
||||
b'\x00\x00\x00\x00\x00\x00\x00\x00'
|
||||
b'\x00\x00\x00\x00\x00\x00\xF0\x3F'
|
||||
b'\x00\x00\x00\x00\x00\x00\x00\x00'
|
||||
b'\x00\x00\x00\x00\x00\x00\x00\x00'
|
||||
b'\x00\x00\x00\x00\x00\x00\x00\x00'
|
||||
b'\x00\x00\x00\x00\x00\x00\xF0\x3F'
|
||||
),
|
||||
'sensor_msgs/msg/MagneticField',
|
||||
True,
|
||||
)
|
||||
|
||||
MSG_MAGN_BIG = (
|
||||
(
|
||||
b'\x00\x00\x00\x00' # header
|
||||
b'\x00\x00\x02\xc4\x00\x00\x01\x00' # timestamp = 708s 256ns
|
||||
b'\x00\x00\x00\x06foo42\x00' # frameid 'foo42'
|
||||
b'\x00\x00\x00\x00\x00\x00' # padding
|
||||
b'\x40\x60\x00\x00\x00\x00\x00\x00' # x = 128
|
||||
b'\x40\x60\x00\x00\x00\x00\x00\x00' # y = 128
|
||||
b'\x40\x60\x00\x00\x00\x00\x00\x00' # z = 128
|
||||
b'\x3F\xF0\x00\x00\x00\x00\x00\x00' # covariance matrix = 3x3 diag
|
||||
b'\x00\x00\x00\x00\x00\x00\x00\x00'
|
||||
b'\x00\x00\x00\x00\x00\x00\x00\x00'
|
||||
b'\x00\x00\x00\x00\x00\x00\x00\x00'
|
||||
b'\x3F\xF0\x00\x00\x00\x00\x00\x00'
|
||||
b'\x00\x00\x00\x00\x00\x00\x00\x00'
|
||||
b'\x00\x00\x00\x00\x00\x00\x00\x00'
|
||||
b'\x00\x00\x00\x00\x00\x00\x00\x00'
|
||||
b'\x3F\xF0\x00\x00\x00\x00\x00\x00'
|
||||
b'\x00\x00\x00' # garbage
|
||||
),
|
||||
'sensor_msgs/msg/MagneticField',
|
||||
False,
|
||||
)
|
||||
|
||||
MSG_JOINT = (
|
||||
(
|
||||
b'\x00\x01\x00\x00' # header
|
||||
b'\xc4\x02\x00\x00\x00\x01\x00\x00' # timestamp = 708s 256ns
|
||||
b'\x04\x00\x00\x00bar\x00' # frameid 'bar'
|
||||
b'\x02\x00\x00\x00' # number of strings
|
||||
b'\x02\x00\x00\x00a\x00' # string 'a'
|
||||
b'\x00\x00' # padding
|
||||
b'\x02\x00\x00\x00b\x00' # string 'b'
|
||||
b'\x00\x00' # padding
|
||||
b'\x00\x00\x00\x00' # number of points
|
||||
b'\x00\x00\x00' # garbage
|
||||
),
|
||||
'trajectory_msgs/msg/JointTrajectory',
|
||||
True,
|
||||
)
|
||||
|
||||
MESSAGES = [MSG_POLY, MSG_MAGN, MSG_MAGN_BIG, MSG_JOINT]
|
||||
|
||||
STATIC_64_64 = """
|
||||
uint64[2] u64
|
||||
"""
|
||||
|
||||
STATIC_64_16 = """
|
||||
uint64 u64
|
||||
uint16 u16
|
||||
"""
|
||||
|
||||
STATIC_16_64 = """
|
||||
uint16 u16
|
||||
uint64 u64
|
||||
"""
|
||||
|
||||
DYNAMIC_64_64 = """
|
||||
uint64[] u64
|
||||
"""
|
||||
|
||||
DYNAMIC_64_B_64 = """
|
||||
uint64 u64
|
||||
bool b
|
||||
float64 f64
|
||||
"""
|
||||
|
||||
DYNAMIC_64_S = """
|
||||
uint64 u64
|
||||
string s
|
||||
"""
|
||||
|
||||
DYNAMIC_S_64 = """
|
||||
string s
|
||||
uint64 u64
|
||||
"""
|
||||
|
||||
CUSTOM = """
|
||||
string base_str
|
||||
float32 base_f32
|
||||
test_msgs/msg/static_64_64 msg_s66
|
||||
test_msgs/msg/static_64_16 msg_s61
|
||||
test_msgs/msg/static_16_64 msg_s16
|
||||
test_msgs/msg/dynamic_64_64 msg_d66
|
||||
test_msgs/msg/dynamic_64_b_64 msg_d6b6
|
||||
test_msgs/msg/dynamic_64_s msg_d6s
|
||||
test_msgs/msg/dynamic_s_64 msg_ds6
|
||||
|
||||
string[2] arr_base_str
|
||||
float32[2] arr_base_f32
|
||||
test_msgs/msg/static_64_64[2] arr_msg_s66
|
||||
test_msgs/msg/static_64_16[2] arr_msg_s61
|
||||
test_msgs/msg/static_16_64[2] arr_msg_s16
|
||||
test_msgs/msg/dynamic_64_64[2] arr_msg_d66
|
||||
test_msgs/msg/dynamic_64_b_64[2] arr_msg_d6b6
|
||||
test_msgs/msg/dynamic_64_s[2] arr_msg_d6s
|
||||
test_msgs/msg/dynamic_s_64[2] arr_msg_ds6
|
||||
|
||||
string[] seq_base_str
|
||||
float32[] seq_base_f32
|
||||
test_msgs/msg/static_64_64[] seq_msg_s66
|
||||
test_msgs/msg/static_64_16[] seq_msg_s61
|
||||
test_msgs/msg/static_16_64[] seq_msg_s16
|
||||
test_msgs/msg/dynamic_64_64[] seq_msg_d66
|
||||
test_msgs/msg/dynamic_64_b_64[] seq_msg_d6b6
|
||||
test_msgs/msg/dynamic_64_s[] seq_msg_d6s
|
||||
test_msgs/msg/dynamic_s_64[] seq_msg_ds6
|
||||
"""
|
||||
|
||||
|
||||
@pytest.fixture()
|
||||
def _comparable():
|
||||
"""Make messages containing numpy arrays comparable.
|
||||
|
||||
Notes:
|
||||
This solution is necessary as numpy.ndarray is not directly patchable.
|
||||
"""
|
||||
frombuffer = numpy.frombuffer
|
||||
|
||||
def arreq(self: MagicMock, other: Union[MagicMock, Any]) -> bool:
|
||||
return (getattr(self, '_mock_wraps') == getattr(other, '_mock_wraps', other)).all()
|
||||
|
||||
class CNDArray(MagicMock):
|
||||
"""Mock ndarray."""
|
||||
|
||||
def __init__(self, *args: Any, **kwargs: Any):
|
||||
super().__init__(*args, **kwargs)
|
||||
self.__eq__ = arreq # type: ignore
|
||||
|
||||
def byteswap(self, *args: Any) -> 'CNDArray':
|
||||
"""Wrap return value also in mock."""
|
||||
return CNDArray(wraps=self._mock_wraps.byteswap(*args))
|
||||
|
||||
def wrap_frombuffer(*args: Any, **kwargs: Any) -> CNDArray:
|
||||
return CNDArray(wraps=frombuffer(*args, **kwargs))
|
||||
|
||||
with patch.object(numpy, 'frombuffer', side_effect=wrap_frombuffer):
|
||||
yield
|
||||
|
||||
|
||||
@pytest.mark.parametrize('message', MESSAGES)
|
||||
def test_serde(message: Tuple[bytes, str, bool]):
|
||||
"""Test serialization deserialization roundtrip."""
|
||||
rawdata, typ, is_little = message
|
||||
|
||||
serdeser = serialize_cdr(deserialize_cdr(rawdata, typ), typ, is_little)
|
||||
assert serdeser == serialize(deserialize(rawdata, typ), typ, is_little)
|
||||
assert serdeser == rawdata[0:len(serdeser)]
|
||||
assert len(rawdata) - len(serdeser) < 4
|
||||
assert all(x == 0 for x in rawdata[len(serdeser):])
|
||||
|
||||
|
||||
@pytest.mark.usefixtures('_comparable')
|
||||
def test_deserializer():
|
||||
"""Test deserializer."""
|
||||
msg = deserialize_cdr(*MSG_POLY[:2])
|
||||
assert msg == deserialize(*MSG_POLY[:2])
|
||||
assert len(msg.points) == 2
|
||||
assert msg.points[0].x == 1
|
||||
assert msg.points[0].y == 2
|
||||
assert msg.points[0].z == 3
|
||||
assert msg.points[1].x == 1.25
|
||||
assert msg.points[1].y == 2.25
|
||||
assert msg.points[1].z == 3.25
|
||||
|
||||
msg = deserialize_cdr(*MSG_MAGN[:2])
|
||||
assert msg == deserialize(*MSG_MAGN[:2])
|
||||
assert 'MagneticField' in repr(msg)
|
||||
assert msg.header.stamp.sec == 708
|
||||
assert msg.header.stamp.nanosec == 256
|
||||
assert msg.header.frame_id == 'foo42'
|
||||
field = msg.magnetic_field
|
||||
assert (field.x, field.y, field.z) == (128., 128., 128.)
|
||||
assert (numpy.diag(msg.magnetic_field_covariance.reshape(3, 3)) == [1., 1., 1.]).all()
|
||||
|
||||
msg_big = deserialize_cdr(*MSG_MAGN_BIG[:2])
|
||||
assert msg_big == deserialize(*MSG_MAGN_BIG[:2])
|
||||
assert msg.magnetic_field == msg_big.magnetic_field
|
||||
|
||||
|
||||
@pytest.mark.usefixtures('_comparable')
|
||||
def test_serializer():
|
||||
"""Test serializer."""
|
||||
|
||||
class Foo: # pylint: disable=too-few-public-methods
|
||||
"""Dummy class."""
|
||||
|
||||
data = 7
|
||||
|
||||
msg = Foo()
|
||||
ret = serialize_cdr(msg, 'std_msgs/msg/Int8', True)
|
||||
assert ret == serialize(msg, 'std_msgs/msg/Int8', True)
|
||||
assert ret == b'\x00\x01\x00\x00\x07'
|
||||
|
||||
ret = serialize_cdr(msg, 'std_msgs/msg/Int8', False)
|
||||
assert ret == serialize(msg, 'std_msgs/msg/Int8', False)
|
||||
assert ret == b'\x00\x00\x00\x00\x07'
|
||||
|
||||
ret = serialize_cdr(msg, 'std_msgs/msg/Int16', True)
|
||||
assert ret == serialize(msg, 'std_msgs/msg/Int16', True)
|
||||
assert ret == b'\x00\x01\x00\x00\x07\x00'
|
||||
|
||||
ret = serialize_cdr(msg, 'std_msgs/msg/Int16', False)
|
||||
assert ret == serialize(msg, 'std_msgs/msg/Int16', False)
|
||||
assert ret == b'\x00\x00\x00\x00\x00\x07'
|
||||
|
||||
|
||||
@pytest.mark.usefixtures('_comparable')
|
||||
def test_serializer_errors():
|
||||
"""Test seralizer with broken messages."""
|
||||
|
||||
class Foo: # pylint: disable=too-few-public-methods
|
||||
"""Dummy class."""
|
||||
|
||||
coef = numpy.array([1, 2, 3, 4])
|
||||
|
||||
msg = Foo()
|
||||
ret = serialize_cdr(msg, 'shape_msgs/msg/Plane', True)
|
||||
assert ret == serialize(msg, 'shape_msgs/msg/Plane', True)
|
||||
|
||||
msg.coef = numpy.array([1, 2, 3, 4, 4])
|
||||
with pytest.raises(SerdeError, match='array length'):
|
||||
serialize_cdr(msg, 'shape_msgs/msg/Plane', True)
|
||||
|
||||
|
||||
@pytest.mark.usefixtures('_comparable')
|
||||
def test_custom_type():
|
||||
"""Test custom type."""
|
||||
cname = 'test_msgs/msg/custom'
|
||||
register_types(dict(get_types_from_msg(STATIC_64_64, 'test_msgs/msg/static_64_64')))
|
||||
register_types(dict(get_types_from_msg(STATIC_64_16, 'test_msgs/msg/static_64_16')))
|
||||
register_types(dict(get_types_from_msg(STATIC_16_64, 'test_msgs/msg/static_16_64')))
|
||||
register_types(dict(get_types_from_msg(DYNAMIC_64_64, 'test_msgs/msg/dynamic_64_64')))
|
||||
register_types(dict(get_types_from_msg(DYNAMIC_64_B_64, 'test_msgs/msg/dynamic_64_b_64')))
|
||||
register_types(dict(get_types_from_msg(DYNAMIC_64_S, 'test_msgs/msg/dynamic_64_s')))
|
||||
register_types(dict(get_types_from_msg(DYNAMIC_S_64, 'test_msgs/msg/dynamic_s_64')))
|
||||
register_types(dict(get_types_from_msg(CUSTOM, cname)))
|
||||
|
||||
static_64_64 = get_msgdef('test_msgs/msg/static_64_64').cls
|
||||
static_64_16 = get_msgdef('test_msgs/msg/static_64_16').cls
|
||||
static_16_64 = get_msgdef('test_msgs/msg/static_16_64').cls
|
||||
dynamic_64_64 = get_msgdef('test_msgs/msg/dynamic_64_64').cls
|
||||
dynamic_64_b_64 = get_msgdef('test_msgs/msg/dynamic_64_b_64').cls
|
||||
dynamic_64_s = get_msgdef('test_msgs/msg/dynamic_64_s').cls
|
||||
dynamic_s_64 = get_msgdef('test_msgs/msg/dynamic_s_64').cls
|
||||
custom = get_msgdef('test_msgs/msg/custom').cls
|
||||
|
||||
msg = custom(
|
||||
'str',
|
||||
1.5,
|
||||
static_64_64(numpy.array([64, 64], dtype=numpy.uint64)),
|
||||
static_64_16(64, 16),
|
||||
static_16_64(16, 64),
|
||||
dynamic_64_64(numpy.array([33, 33], dtype=numpy.uint64)),
|
||||
dynamic_64_b_64(64, True, 1.25),
|
||||
dynamic_64_s(64, 's'),
|
||||
dynamic_s_64('s', 64),
|
||||
# arrays
|
||||
['str_1', ''],
|
||||
numpy.array([1.5, 0.75], dtype=numpy.float32),
|
||||
[
|
||||
static_64_64(numpy.array([64, 64], dtype=numpy.uint64)),
|
||||
static_64_64(numpy.array([64, 64], dtype=numpy.uint64)),
|
||||
],
|
||||
[static_64_16(64, 16), static_64_16(64, 16)],
|
||||
[static_16_64(16, 64), static_16_64(16, 64)],
|
||||
[
|
||||
dynamic_64_64(numpy.array([33, 33], dtype=numpy.uint64)),
|
||||
dynamic_64_64(numpy.array([33, 33], dtype=numpy.uint64)),
|
||||
],
|
||||
[
|
||||
dynamic_64_b_64(64, True, 1.25),
|
||||
dynamic_64_b_64(64, True, 1.25),
|
||||
],
|
||||
[dynamic_64_s(64, 's'), dynamic_64_s(64, 's')],
|
||||
[dynamic_s_64('s', 64), dynamic_s_64('s', 64)],
|
||||
# sequences
|
||||
['str_1', ''],
|
||||
numpy.array([1.5, 0.75], dtype=numpy.float32),
|
||||
[
|
||||
static_64_64(numpy.array([64, 64], dtype=numpy.uint64)),
|
||||
static_64_64(numpy.array([64, 64], dtype=numpy.uint64)),
|
||||
],
|
||||
[static_64_16(64, 16), static_64_16(64, 16)],
|
||||
[static_16_64(16, 64), static_16_64(16, 64)],
|
||||
[
|
||||
dynamic_64_64(numpy.array([33, 33], dtype=numpy.uint64)),
|
||||
dynamic_64_64(numpy.array([33, 33], dtype=numpy.uint64)),
|
||||
],
|
||||
[
|
||||
dynamic_64_b_64(64, True, 1.25),
|
||||
dynamic_64_b_64(64, True, 1.25),
|
||||
],
|
||||
[dynamic_64_s(64, 's'), dynamic_64_s(64, 's')],
|
||||
[dynamic_s_64('s', 64), dynamic_s_64('s', 64)],
|
||||
)
|
||||
|
||||
res = deserialize_cdr(serialize_cdr(msg, cname), cname)
|
||||
assert res == deserialize(serialize(msg, cname), cname)
|
||||
assert res == msg
|
||||
|
||||
|
||||
def test_ros1_to_cdr():
|
||||
"""Test ROS1 to CDR conversion."""
|
||||
register_types(dict(get_types_from_msg(STATIC_16_64, 'test_msgs/msg/static_16_64')))
|
||||
msg_ros = (b'\x01\x00' b'\x00\x00\x00\x00\x00\x00\x00\x02')
|
||||
msg_cdr = (
|
||||
b'\x00\x01\x00\x00'
|
||||
b'\x01\x00'
|
||||
b'\x00\x00\x00\x00\x00\x00'
|
||||
b'\x00\x00\x00\x00\x00\x00\x00\x02'
|
||||
)
|
||||
assert ros1_to_cdr(msg_ros, 'test_msgs/msg/static_16_64') == msg_cdr
|
||||
|
||||
register_types(dict(get_types_from_msg(DYNAMIC_S_64, 'test_msgs/msg/dynamic_s_64')))
|
||||
msg_ros = (b'\x01\x00\x00\x00X' b'\x00\x00\x00\x00\x00\x00\x00\x02')
|
||||
msg_cdr = (
|
||||
b'\x00\x01\x00\x00'
|
||||
b'\x02\x00\x00\x00X\x00'
|
||||
b'\x00\x00'
|
||||
b'\x00\x00\x00\x00\x00\x00\x00\x02'
|
||||
)
|
||||
assert ros1_to_cdr(msg_ros, 'test_msgs/msg/dynamic_s_64') == msg_cdr
|
||||
Reference in New Issue
Block a user