openpilot is an open source driver assistance system. openpilot performs the functions of Automated Lane Centering and Adaptive Cruise Control for over 200 supported car makes and models.
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#!/usr/bin/env python3
import argparse
import os
import struct
from enum import IntEnum
from typing import Tuple
from openpilot.tools.lib.filereader import FileReader
DEBUG = int(os.getenv("DEBUG", "0"))
# compare to ffmpeg parsing
# ffmpeg -i <input.hevc> -c copy -bsf:v trace_headers -f null - 2>&1 | grep -B4 -A32 '] 0 '
# H.265 specification
# https://www.itu.int/rec/dologin_pub.asp?lang=e&id=T-REC-H.265-201802-S!!PDF-E&type=items
NAL_UNIT_START_CODE = b"\x00\x00\x01"
NAL_UNIT_START_CODE_SIZE = len(NAL_UNIT_START_CODE)
NAL_UNIT_HEADER_SIZE = 2
class HevcNalUnitType(IntEnum):
TRAIL_N = 0 # RBSP structure: slice_segment_layer_rbsp( )
TRAIL_R = 1 # RBSP structure: slice_segment_layer_rbsp( )
TSA_N = 2 # RBSP structure: slice_segment_layer_rbsp( )
TSA_R = 3 # RBSP structure: slice_segment_layer_rbsp( )
STSA_N = 4 # RBSP structure: slice_segment_layer_rbsp( )
STSA_R = 5 # RBSP structure: slice_segment_layer_rbsp( )
RADL_N = 6 # RBSP structure: slice_segment_layer_rbsp( )
RADL_R = 7 # RBSP structure: slice_segment_layer_rbsp( )
RASL_N = 8 # RBSP structure: slice_segment_layer_rbsp( )
RASL_R = 9 # RBSP structure: slice_segment_layer_rbsp( )
RSV_VCL_N10 = 10
RSV_VCL_R11 = 11
RSV_VCL_N12 = 12
RSV_VCL_R13 = 13
RSV_VCL_N14 = 14
RSV_VCL_R15 = 15
BLA_W_LP = 16 # RBSP structure: slice_segment_layer_rbsp( )
BLA_W_RADL = 17 # RBSP structure: slice_segment_layer_rbsp( )
BLA_N_LP = 18 # RBSP structure: slice_segment_layer_rbsp( )
IDR_W_RADL = 19 # RBSP structure: slice_segment_layer_rbsp( )
IDR_N_LP = 20 # RBSP structure: slice_segment_layer_rbsp( )
CRA_NUT = 21 # RBSP structure: slice_segment_layer_rbsp( )
RSV_IRAP_VCL22 = 22
RSV_IRAP_VCL23 = 23
RSV_VCL24 = 24
RSV_VCL25 = 25
RSV_VCL26 = 26
RSV_VCL27 = 27
RSV_VCL28 = 28
RSV_VCL29 = 29
RSV_VCL30 = 30
RSV_VCL31 = 31
VPS_NUT = 32 # RBSP structure: video_parameter_set_rbsp( )
SPS_NUT = 33 # RBSP structure: seq_parameter_set_rbsp( )
PPS_NUT = 34 # RBSP structure: pic_parameter_set_rbsp( )
AUD_NUT = 35
EOS_NUT = 36
EOB_NUT = 37
FD_NUT = 38
PREFIX_SEI_NUT = 39
SUFFIX_SEI_NUT = 40
RSV_NVCL41 = 41
RSV_NVCL42 = 42
RSV_NVCL43 = 43
RSV_NVCL44 = 44
RSV_NVCL45 = 45
RSV_NVCL46 = 46
RSV_NVCL47 = 47
UNSPEC48 = 48
UNSPEC49 = 49
UNSPEC50 = 50
UNSPEC51 = 51
UNSPEC52 = 52
UNSPEC53 = 53
UNSPEC54 = 54
UNSPEC55 = 55
UNSPEC56 = 56
UNSPEC57 = 57
UNSPEC58 = 58
UNSPEC59 = 59
UNSPEC60 = 60
UNSPEC61 = 61
UNSPEC62 = 62
UNSPEC63 = 63
# B.2.2 Byte stream NAL unit semantics
# - The nal_unit_type within the nal_unit( ) syntax structure is equal to VPS_NUT, SPS_NUT or PPS_NUT.
# - The byte stream NAL unit syntax structure contains the first NAL unit of an access unit in decoding
# order, as specified in clause 7.4.2.4.4.
HEVC_PARAMETER_SET_NAL_UNITS = (
HevcNalUnitType.VPS_NUT,
HevcNalUnitType.SPS_NUT,
HevcNalUnitType.PPS_NUT,
)
# 3.29 coded slice segment NAL unit: A NAL unit that has nal_unit_type in the range of TRAIL_N to RASL_R,
# inclusive, or in the range of BLA_W_LP to RSV_IRAP_VCL23, inclusive, which indicates that the NAL unit
# contains a coded slice segment
HEVC_CODED_SLICE_SEGMENT_NAL_UNITS = (
HevcNalUnitType.TRAIL_N,
HevcNalUnitType.TRAIL_R,
HevcNalUnitType.TSA_N,
HevcNalUnitType.TSA_R,
HevcNalUnitType.STSA_N,
HevcNalUnitType.STSA_R,
HevcNalUnitType.RADL_N,
HevcNalUnitType.RADL_R,
HevcNalUnitType.RASL_N,
HevcNalUnitType.RASL_R,
HevcNalUnitType.BLA_W_LP,
HevcNalUnitType.BLA_W_RADL,
HevcNalUnitType.BLA_N_LP,
HevcNalUnitType.IDR_W_RADL,
HevcNalUnitType.IDR_N_LP,
HevcNalUnitType.CRA_NUT,
)
class VideoFileInvalid(Exception):
pass
def get_ue(dat: bytes, start_idx: int, skip_bits: int) -> Tuple[int, int]:
prefix_val = 0
prefix_len = 0
suffix_val = 0
suffix_len = 0
i = start_idx
while i < len(dat):
j = 7
while j >= 0:
if skip_bits > 0:
skip_bits -= 1
elif prefix_val == 0:
prefix_val = (dat[i] >> j) & 1
prefix_len += 1
else:
suffix_val = (suffix_val << 1) | ((dat[i] >> j) & 1)
suffix_len += 1
j -= 1
if prefix_val == 1 and prefix_len - 1 == suffix_len:
val = 2**(prefix_len-1) - 1 + suffix_val
size = prefix_len + suffix_len
return val, size
i += 1
raise VideoFileInvalid("invalid exponential-golomb code")
def require_nal_unit_start(dat: bytes, nal_unit_start: int) -> None:
if nal_unit_start < 1:
raise ValueError("start index must be greater than zero")
if dat[nal_unit_start:nal_unit_start + NAL_UNIT_START_CODE_SIZE] != NAL_UNIT_START_CODE:
raise VideoFileInvalid("data must begin with start code")
def get_hevc_nal_unit_length(dat: bytes, nal_unit_start: int) -> int:
try:
pos = dat.index(NAL_UNIT_START_CODE, nal_unit_start + NAL_UNIT_START_CODE_SIZE)
except ValueError:
pos = -1
# length of NAL unit is byte count up to next NAL unit start index
nal_unit_len = (pos if pos != -1 else len(dat)) - nal_unit_start
if DEBUG:
print(" nal_unit_len:", nal_unit_len)
return nal_unit_len
def get_hevc_nal_unit_type(dat: bytes, nal_unit_start: int) -> HevcNalUnitType:
# 7.3.1.2 NAL unit header syntax
# nal_unit_header( ) { // descriptor
# forbidden_zero_bit f(1)
# nal_unit_type u(6)
# nuh_layer_id u(6)
# nuh_temporal_id_plus1 u(3)
# }
header_start = nal_unit_start + NAL_UNIT_START_CODE_SIZE
nal_unit_header = dat[header_start:header_start + NAL_UNIT_HEADER_SIZE]
if len(nal_unit_header) != 2:
raise VideoFileInvalid("data to short to contain nal unit header")
nal_unit_type = HevcNalUnitType((nal_unit_header[0] >> 1) & 0x3F)
if DEBUG:
print(" nal_unit_type:", nal_unit_type.name, f"({nal_unit_type.value})")
return nal_unit_type
def get_hevc_slice_type(dat: bytes, nal_unit_start: int, nal_unit_type: HevcNalUnitType) -> Tuple[int, bool]:
# 7.3.2.9 Slice segment layer RBSP syntax
# slice_segment_layer_rbsp( ) {
# slice_segment_header( )
# slice_segment_data( )
# rbsp_slice_segment_trailing_bits( )
# }
# ...
# 7.3.6.1 General slice segment header syntax
# slice_segment_header( ) { // descriptor
# first_slice_segment_in_pic_flag u(1)
# if( nal_unit_type >= BLA_W_LP && nal_unit_type <= RSV_IRAP_VCL23 )
# no_output_of_prior_pics_flag u(1)
# slice_pic_parameter_set_id ue(v)
# if( !first_slice_segment_in_pic_flag ) {
# if( dependent_slice_segments_enabled_flag )
# dependent_slice_segment_flag u(1)
# slice_segment_address u(v)
# }
# if( !dependent_slice_segment_flag ) {
# for( i = 0; i < num_extra_slice_header_bits; i++ )
# slice_reserved_flag[ i ] u(1)
# slice_type ue(v)
# ...
rbsp_start = nal_unit_start + NAL_UNIT_START_CODE_SIZE + NAL_UNIT_HEADER_SIZE
skip_bits = 0
# 7.4.7.1 General slice segment header semantics
# first_slice_segment_in_pic_flag equal to 1 specifies that the slice segment is the first slice segment of the picture in
# decoding order. first_slice_segment_in_pic_flag equal to 0 specifies that the slice segment is not the first slice segment
# of the picture in decoding order.
is_first_slice = dat[rbsp_start] >> 7 & 1 == 1
if not is_first_slice:
# TODO: parse dependent_slice_segment_flag and slice_segment_address and get real slice_type
# for now since we don't use it return -1 for slice_type
return (-1, is_first_slice)
skip_bits += 1 # skip past first_slice_segment_in_pic_flag
if nal_unit_type >= HevcNalUnitType.BLA_W_LP and nal_unit_type <= HevcNalUnitType.RSV_IRAP_VCL23:
# 7.4.7.1 General slice segment header semantics
# no_output_of_prior_pics_flag affects the output of previously-decoded pictures in the decoded picture buffer after the
# decoding of an IDR or a BLA picture that is not the first picture in the bitstream as specified in Annex C.
skip_bits += 1 # skip past no_output_of_prior_pics_flag
# 7.4.7.1 General slice segment header semantics
# slice_pic_parameter_set_id specifies the value of pps_pic_parameter_set_id for the PPS in use.
# The value of slice_pic_parameter_set_id shall be in the range of 0 to 63, inclusive.
_, size = get_ue(dat, rbsp_start, skip_bits)
skip_bits += size # skip past slice_pic_parameter_set_id
# 7.4.3.3.1 General picture parameter set RBSP semanal_unit_lenntics
# num_extra_slice_header_bits specifies the number of extra slice header bits that are present in the slice header RBSP
# for coded pictures referring to the PPS. The value of num_extra_slice_header_bits shall be in the range of 0 to 2, inclusive,
# in bitstreams conforming to this version of this Specification. Other values for num_extra_slice_header_bits are reserved
# for future use by ITU-T | ISO/IEC. However, decoders shall allow num_extra_slice_header_bits to have any value.
# TODO: get from PPS_NUT pic_parameter_set_rbsp( ) for corresponding slice_pic_parameter_set_id
num_extra_slice_header_bits = 0
skip_bits += num_extra_slice_header_bits
# 7.4.7.1 General slice segment header semantics
# slice_type specifies the coding type of the slice according to Table 7-7.
# Table 7-7 - Name association to slice_type
# slice_type | Name of slice_type
# 0 | B (B slice)
# 1 | P (P slice)
# 2 | I (I slice)
# unsigned integer 0-th order Exp-Golomb-coded syntax element with the left bit first
slice_type, _ = get_ue(dat, rbsp_start, skip_bits)
if DEBUG:
print(" slice_type:", slice_type, f"(first slice: {is_first_slice})")
if slice_type > 2:
raise VideoFileInvalid("slice_type must be 0, 1, or 2")
return slice_type, is_first_slice
def hevc_index(hevc_file_name: str, allow_corrupt: bool=False) -> Tuple[list, int, bytes]:
with FileReader(hevc_file_name) as f:
dat = f.read()
if len(dat) < NAL_UNIT_START_CODE_SIZE + 1:
raise VideoFileInvalid("data is too short")
if dat[0] != 0x00:
raise VideoFileInvalid("first byte must be 0x00")
prefix_dat = b""
frame_types = list()
i = 1 # skip past first byte 0x00
try:
while i < len(dat):
require_nal_unit_start(dat, i)
nal_unit_len = get_hevc_nal_unit_length(dat, i)
nal_unit_type = get_hevc_nal_unit_type(dat, i)
if nal_unit_type in HEVC_PARAMETER_SET_NAL_UNITS:
prefix_dat += dat[i:i+nal_unit_len]
elif nal_unit_type in HEVC_CODED_SLICE_SEGMENT_NAL_UNITS:
slice_type, is_first_slice = get_hevc_slice_type(dat, i, nal_unit_type)
if is_first_slice:
frame_types.append((slice_type, i))
i += nal_unit_len
except Exception as e:
if not allow_corrupt:
raise
print(f"ERROR: NAL unit skipped @ {i}\n", str(e))
return frame_types, len(dat), prefix_dat
def main() -> None:
parser = argparse.ArgumentParser()
parser.add_argument("input_file", type=str)
parser.add_argument("output_prefix_file", type=str)
parser.add_argument("output_index_file", type=str)
args = parser.parse_args()
frame_types, dat_len, prefix_dat = hevc_index(args.input_file)
with open(args.output_prefix_file, "wb") as f:
f.write(prefix_dat)
with open(args.output_index_file, "wb") as f:
for ft, fp in frame_types:
f.write(struct.pack("<II", ft, fp))
f.write(struct.pack("<II", 0xFFFFFFFF, dat_len))
if __name__ == "__main__":
main()