forked from tangger/lerobot
Move encoding functions to encoding_utils
This commit is contained in:
@@ -22,6 +22,8 @@ import logging
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from copy import deepcopy
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from enum import Enum
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from lerobot.common.utils.encoding_utils import decode_twos_complement, encode_twos_complement
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from ..motors_bus import Motor, MotorsBus, NameOrID, Value
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from .tables import (
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AVAILABLE_BAUDRATES,
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@@ -41,31 +43,6 @@ CONVERT_UINT32_TO_INT32_REQUIRED = ["Goal_Position", "Present_Position"]
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logger = logging.getLogger(__name__)
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def encode_twos_complement(value: int, n_bytes: int):
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if value >= 0:
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return value
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bit_width = n_bytes * 8
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min_val = -(1 << (bit_width - 1))
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max_val = (1 << (bit_width - 1)) - 1
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if not (min_val <= value <= max_val):
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raise ValueError(
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f"Value {value} out of range for {n_bytes}-byte two's complement: [{min_val}, {max_val}]"
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)
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return (1 << bit_width) + value
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def decode_twos_complement(value: int, n_bytes: int) -> int:
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# https://en.wikipedia.org/wiki/Two%27s_complement
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bits = n_bytes * 8
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sign_bit = 1 << (bits - 1)
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if value & sign_bit:
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value -= 1 << bits
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return value
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class OperatingMode(Enum):
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# DYNAMIXEL only controls current(torque) regardless of speed and position. This mode is ideal for a
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# gripper or a system that only uses current(torque) control or a system that has additional
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@@ -17,6 +17,8 @@ from copy import deepcopy
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from enum import Enum
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from pprint import pformat
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from lerobot.common.utils.encoding_utils import decode_sign_magnitude, encode_sign_magnitude
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from ..motors_bus import Motor, MotorsBus, NameOrID, Value
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from .tables import (
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AVAILABLE_BAUDRATES,
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@@ -35,29 +37,6 @@ DEFAULT_TIMEOUT_MS = 1000
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logger = logging.getLogger(__name__)
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def encode_sign_magnitude(value: int, sign_bit_index: int):
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"""
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https://en.wikipedia.org/wiki/Signed_number_representations#Sign%E2%80%93magnitude
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"""
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max_magnitude = (1 << sign_bit_index) - 1
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magnitude = abs(value)
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if magnitude > max_magnitude:
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raise ValueError(f"Magnitude {magnitude} exceeds {max_magnitude} (max for {sign_bit_index=})")
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direction_bit = 1 if value < 0 else 0
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return (direction_bit << sign_bit_index) | magnitude
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def decode_sign_magnitude(encoded_value: int, sign_bit_index: int):
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"""
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https://en.wikipedia.org/wiki/Signed_number_representations#Sign%E2%80%93magnitude
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"""
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direction_bit = (encoded_value >> sign_bit_index) & 1
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magnitude_mask = (1 << sign_bit_index) - 1
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magnitude = encoded_value & magnitude_mask
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return -magnitude if direction_bit else magnitude
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class OperatingMode(Enum):
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# position servo mode
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POSITION = 0
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52
lerobot/common/utils/encoding_utils.py
Normal file
52
lerobot/common/utils/encoding_utils.py
Normal file
@@ -0,0 +1,52 @@
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def encode_sign_magnitude(value: int, sign_bit_index: int):
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"""
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https://en.wikipedia.org/wiki/Signed_number_representations#Sign%E2%80%93magnitude
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"""
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max_magnitude = (1 << sign_bit_index) - 1
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magnitude = abs(value)
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if magnitude > max_magnitude:
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raise ValueError(f"Magnitude {magnitude} exceeds {max_magnitude} (max for {sign_bit_index=})")
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direction_bit = 1 if value < 0 else 0
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return (direction_bit << sign_bit_index) | magnitude
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def decode_sign_magnitude(encoded_value: int, sign_bit_index: int):
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"""
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https://en.wikipedia.org/wiki/Signed_number_representations#Sign%E2%80%93magnitude
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"""
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direction_bit = (encoded_value >> sign_bit_index) & 1
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magnitude_mask = (1 << sign_bit_index) - 1
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magnitude = encoded_value & magnitude_mask
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return -magnitude if direction_bit else magnitude
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def encode_twos_complement(value: int, n_bytes: int):
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"""
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https://en.wikipedia.org/wiki/Signed_number_representations#Two%27s_complement
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"""
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bit_width = n_bytes * 8
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min_val = -(1 << (bit_width - 1))
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max_val = (1 << (bit_width - 1)) - 1
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if not (min_val <= value <= max_val):
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raise ValueError(
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f"Value {value} out of range for {n_bytes}-byte two's complement: [{min_val}, {max_val}]"
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)
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if value >= 0:
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return value
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return (1 << bit_width) + value
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def decode_twos_complement(value: int, n_bytes: int) -> int:
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"""
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https://en.wikipedia.org/wiki/Signed_number_representations#Two%27s_complement
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"""
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bits = n_bytes * 8
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sign_bit = 1 << (bits - 1)
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if value & sign_bit:
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value -= 1 << bits
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return value
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