python-validity/validitysensor/sensor.py
2023-05-06 22:47:11 -07:00

928 lines
30 KiB
Python

import logging
import os.path
import typing
from binascii import hexlify, unhexlify
from enum import Enum
from hashlib import sha256
from struct import pack, unpack
from time import sleep
from usb import core as usb_core
from . import timeslot as prg
from .blobs import reset_blob
from .db import db, SidIdentity
from .flash import write_enable, call_cleanups, read_flash, erase_flash, write_flash_all, read_flash_all
from .hw_tables import dev_info_lookup
from .init_data_dir import PYTHON_VALIDITY_DATA_DIR
from .table_types import SensorTypeInfo, SensorCaptureProg
from .tls import tls
from .usb import usb, CancelledException
from .util import assert_status, unhex
# TODO: this should be specific to an individual device (system may have more than one sensor)
calib_data_path = PYTHON_VALIDITY_DATA_DIR + 'calib-data.bin'
line_update_type1_devices = [
0xB5, 0x885, 0xB3, 0x143B, 0x1055, 0xE1, 0x8B1, 0xEA, 0xE4, 0xED, 0x1825, 0x1FF5, 0x199
]
# TODO use more sophisticated glow patters in different cases
def glow_start_scan():
cmd = unhexlify(
'3920bf0200ffff0000019900200000000099990000000000000000000000000020000000000000000000000000ffff000000990020000000000000000000000000000000000000002000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000'
)
assert_status(tls.app(cmd))
def glow_end_scan():
cmd = unhexlify(
'39f4010000f401000001ff002000000000ffff0000000000000000000000000020000000000000000000000000f401000000ff0020000000000000000000000000000000000000002000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000'
)
assert_status(tls.app(cmd))
def get_prg_status():
return tls.app(unhexlify('5100000000'))
def wait_till_finished():
while True:
status = get_prg_status()
if status[0] in [0, 7]:
break
sleep(0.2)
def get_prg_status2():
return tls.app(unhexlify('5100200000'))
def read_hw_reg32(addr: int):
rsp = tls.cmd(pack('<BLB', 7, addr, 4))
assert_status(rsp)
rsp, = unpack('<L', rsp[2:])
return rsp
def write_hw_reg32(addr: int, val: int):
rsp = tls.cmd(pack('<BLLB', 8, addr, val, 4))
assert_status(rsp)
class RebootException(Exception):
pass
def reboot():
assert_status(tls.cmd(unhex('050200')))
raise RebootException()
def factory_reset():
assert_status(usb.cmd(reset_blob))
assert_status(usb.cmd(b'\x10' + b'\0' * 0x61))
reboot()
class RomInfo:
@classmethod
def get(cls):
rsp = tls.cmd(b'\x01')
assert_status(rsp)
rsp = rsp[2:]
return cls(*unpack('<LLBBxBxxxB', rsp[0:0x10]))
def __init__(self, timestamp: int, build: int, major: int, minor: int, product: int, u1: int):
self.timestamp, self.build, self.major, self.minor, self.product, self.u1 = timestamp, build, major, minor, product, u1
def __repr__(self):
return 'RomInfo(timestamp=%d, build=%d, major=%d, minor=%d, product=%d, u1=%d)' % (
self.timestamp, self.build, self.major, self.minor, self.product, self.u1)
def identify_sensor():
rsp = tls.cmd(b'\x75')
assert_status(rsp)
rsp = rsp[2:]
zeroes, minor, major = unpack('<LHH', rsp)
if zeroes != 0:
raise Exception('This was not expected')
return dev_info_lookup(major, minor)
# <<< 0000 880d 0000 07000000
# 08000000 9400 0e00 0300 0080 07000000 7e7f807f808080808080808080808080808080808080818081808180818080808080818081808080818081808180
# a4000000 0800 0e00 0200 0000 00000000 0d007100
# b4000000 0800 0e00 0800 0080 db000000 00000000
# c4000000 0400 0e00 0500 0080 1c6f0400
# d0000000 9400 0e00 0700 0080 07000000 2b23203c2d182e1e30182e1c321d341d341e321c301e1e241e201f201d1c321a301e1c211e21341f1e202024201f
# 6c010000 1400 0e00 0f00 0080 05550007 7701002805720000080100020811e107
# 88010000 0c00 0e00 1200 0080 07000000 7002 7800 7002 7800
def get_factory_bits(tag: int):
rsp = tls.cmd(pack('<B H HL', 0x6f, tag, 0, 0))
assert_status(rsp)
rsp = rsp[2:]
wtf, entries = unpack('<LL', rsp[:8])
rsp = rsp[8:]
rc = {}
for x in range(0, entries):
hdr, rsp = rsp[:12], rsp[12:]
ptr, l, tag, subtag, flags = unpack('<LHHHH', hdr)
value = rsp[:l]
if len(value) != l:
raise Exception('Truncated response %d != %d' % (len(value), l))
rc[subtag] = value
rsp = rsp[l:]
if len(rsp) > 0:
raise Exception('Garbage at the end of reply')
return rc
def bitpack(b):
l = len(b)
m = min(b)
x = max(b)
# maximum delta which we must encode
x -= m
# count useful bits
u = 0
while x > 0:
x >>= 1
u += 1
# convert to array of binary strings with each element exactly u characters long
b = [bin(i - m + 0x100)[-u:] for i in b]
# combine chunks into one long text number with u*l binary digits and parse it as integer
b = int(''.join(b[::-1]), 2)
# convert back to bytes
b = b.to_bytes((u * l + 7) // 8, 'little')
return u, m, b
class Line:
def __init__(self):
self.mask: typing.Optional[int] = None
self.flags: typing.Optional[int] = None
self.data: typing.Optional[bytes] = None
self.v0 = 0
self.v1 = 0
self.v2 = 0
def clip(x: int):
if x < -128:
x = -128
if x > 127:
x = 127
return x & 0xff
def scale(x: int):
x -= 0x80
x = int(x * 10 / 0x22) # TODO: scaling factor depends on a device
return clip(x)
def add(l: int, r: int):
# Make signed
l, r = unpack('bb', pack('BB', l, r))
return clip(l + r)
def chunks(b: bytes, l: int):
return [b[i:i + l] for i in range(0, len(b), l)]
class CaptureMode(Enum):
CALIBRATE = 1
IDENTIFY = 2
ENROLL = 3
class Sensor:
calib_data = b''
def open(self):
self.device_info = identify_sensor()
logging.info('Opening sensor: %s' % self.device_info.name)
self.type_info = SensorTypeInfo.get_by_type(self.device_info.type)
if self.device_info.type == 0x199:
self.key_calibration_line = 0x38 # (lines_per_calibration_data/2), but hardcoded for sensor type 0x199
self.calibration_frames = 3 # TODO: workout where it's really comming from
self.calibration_iterations = 3 # hardcoded for type
elif self.device_info.type == 0xdb:
self.key_calibration_line = 0x48 # TODO 48 is just a guess -- find it
self.calibration_frames = 6 # TODO: workout where it's really comming from
self.calibration_iterations = 0
else:
raise Exception('Device %s is not supported (sensor type 0x%x)' %
(self.device_info.name, self.device_info.type))
self.rom_info = RomInfo.get()
self.hardcoded_prog = SensorCaptureProg.get(self.rom_info, self.device_info.type, 0x18,
0x19) # TODO: find where 0x18, 0x19 coming from
if self.hardcoded_prog is None:
raise Exception('Can\'t find initial capture program for rom %s and sensor type %x' %
(repr(self.rom_info), self.device_info.type))
# Look for a "2D" chunk. It must have a 32 bit integer which represent the number of lines per frame
lines_2d = [
unpack('<L', v)[0] for [k, v] in prg.split_chunks(self.hardcoded_prog) if k == 0x2f
][0]
self.lines_per_frame = lines_2d * self.type_info.repeat_multiplier
self.bytes_per_line = self.type_info.bytes_per_line
factory_bits = get_factory_bits(0x0e00)
self.factory_calibration_values = factory_bits[3][4:]
if 7 in factory_bits:
self.factory_calib_data = factory_bits[7][4:]
self.calibrate()
def save(self):
with open(calib_data_path, 'wb') as f:
f.write(self.calib_data)
# This is the exact logic from the DLL.
# If it looks broken that was probably intended.
def patch_timeslot_table(self, b: bytes, inc_address: bool, mult: int):
b = bytearray(b)
i = 0
while i + 3 < len(b):
if b[i] & 0xf8 == 0x10:
if b[i + 2] > 1:
b[i + 2] *= mult
if inc_address:
b[i + 1] += 1
i += 3
continue
if b[i] == 0:
i += 1
continue
if b[i] == 7:
i += 2
continue
break
return bytes(b)
def patch_timeslot_again(self, b: bytes):
b = bytearray(b)
pc = 0
match = None
# Look for the last Call in the script
while pc < len(b):
opcode, l, *operands = prg.decode_insn(b[pc:])
# End of Table, Return, End of Data
if opcode == 1 or opcode == 2 or opcode == 4:
break
# Call
if opcode == 11:
match = operands[1] # destination address
pc += l
if match is None:
return bytes(b)
pc = match
match = None
# Look for the last Register Write to 0x8000203C
while pc < len(b):
opcode, l, *operands = prg.decode_insn(b[pc:])
# End of Table, Return, End of Data
if opcode == 1 or opcode == 2 or opcode == 4:
break
# Write Register
if opcode == 13 and operands[0] == 0x8000203c:
match = pc
pc += l
if match is None:
return bytes(b)
# Hack the value to be taken from the factory calibration table right in the middle of a sensor
b[match + 1] = self.factory_calibration_values[self.key_calibration_line]
return bytes(b)
def average(self, raw_calib_data: bytes):
frame_size = self.lines_per_frame * self.bytes_per_line
interleave_lines = self.lines_per_frame // self.type_info.lines_per_calibration_data # 2, TODO: algo is quite different when it is 1
input_frames = self.calibration_frames
if interleave_lines > 1:
if input_frames > 1:
# skip the first frame
input_frames -= 1
base_address = frame_size
frame = raw_calib_data[base_address:base_address + frame_size]
# split into groups of lines
frame = chunks(frame, interleave_lines * self.bytes_per_line)
# split group of lines into lines
frame = [chunks(f, self.bytes_per_line) for f in frame]
# calculate averages across interleaved lines
frame = [bytes([sum(i) // len(f) for i in zip(*f)]) for f in frame]
frame = b''.join(frame)
else:
if input_frames > 1:
# skip the first frame
input_frames -= 2
base_address = frame_size * 2
frames = raw_calib_data[base_address:base_address + frame_size * input_frames]
frames = chunks(frames, frame_size)
frame = [int(sum(i) / input_frames) for i in zip(*frames)]
frame = bytes(frame)
return frame
def process_calibration_results(self, cooked_data: bytes):
frame = chunks(cooked_data, self.bytes_per_line)
# apply scaling factors
frame = [f[:8] + bytes(map(scale, f[8:])) for f in frame]
frame = b''.join(frame)
if len(self.calib_data) > 0:
# Not the first calibration run. Combine results
# split previous calibration info into lines
lll = chunks(self.calib_data, self.bytes_per_line)
# split next calibration info into lines
rrr = chunks(frame, self.bytes_per_line)
# Don't touch the first 8 bytes of each line, add everything else as signed characters, clipping the values
combined = [
ll[:8] + bytes([add(l, r) for l, r in zip(ll[8:], rr[8:])])
for ll, rr in zip(lll, rrr)
]
self.calib_data = bytes(b''.join(combined))
else:
self.calib_data = frame
def get_key_line(self):
if len(self.calib_data) > 0:
bytes_per_calibration_line = len(
self.calib_data) // self.type_info.lines_per_calibration_data
key_line_offset = 8 + bytes_per_calibration_line * self.key_calibration_line
key_line = self.calib_data[key_line_offset:key_line_offset + self.type_info.line_width]
key_line = bytes([i - 1 if i == 5 else i for i in key_line])
else:
key_line = b'\0' * self.type_info.line_width
return key_line
def line_update_type_1(self, mode: CaptureMode,
chunks: typing.List[typing.List[typing.Union[int, bytes]]]):
for c in chunks:
# Timeslot Table 2D
if c[0] == 0x34:
# TODO: figure out when to use address increment
tst = self.patch_timeslot_table(c[1], True, self.type_info.repeat_multiplier)
if mode != CaptureMode.CALIBRATE:
tst = self.patch_timeslot_again(tst)
c[1] = self.get_key_line() + tst[self.type_info.line_width:]
# ---------------- Reply Configuration ---------------
chunks += [[0x17, b'']]
if mode == CaptureMode.IDENTIFY:
# This type of fragment is not present in the debugging dump routine.
# It seems to be only used for identification and it looks almost identical to Finger Detect (0x26)
# Seems to be the same all the time for a given sensor and mostly hardcoded
# TODO: analyse construct_wtf_4e @0000000180090BF0
chunks += [[
0x4e,
unhexlify(
'fbb20f0000000f00300000008700020067000a00018000000a0200000b1900008813b80b01091000'
)
]]
# Image Reconstruction.
# TODO: analyse add_image_reconstruction_cmd_02_buff_list_item @000000018008EA70
chunks += [[
0x2e, unhexlify('0200180002000000700070004d010000a0008c003c32321e3c0a0202')
]]
elif mode == CaptureMode.ENROLL:
chunks += [[
0x26,
unhexlify(
'fbb20f0000000f00300000008700020067000a00018000000a0200000b19000050c360ea01091000'
)
]]
# Image Reconstruction. There is only one byte difference with the "identify" version. (same is true for 0097)
chunks += [[
0x2e, unhexlify('0200180023000000700070004d010000a0008c003c32321e3c0a0202')
]]
# ---------------- Interleave ---------------
chunks += [[0x44, pack('<L', 1)]]
lines: typing.List[Line] = []
cnt = 2 # TODO figure out why 2
l = Line()
lines += [l]
l.mask = 0xff
# Find 2nd "Enable Rx" instruction
pc, _ = prg.find_nth_insn(tst, 6, 2)
l.flags = (pc + 1) | (cnt << 0x14) | 0x7000000
l.data = self.type_info.calibration_blob
l.v0 = 0xf
cnt += 1
l = Line()
lines += [l]
l.mask = 0xff
# Find 1st "Write Register" instruction to the 0x8000203C port
pc, _ = prg.find_nth_regwrite(tst, 0x8000203C, 1)
l.flags = (pc + 1) | (cnt << 0x14) | 0x7000000
l.v0, l.v1, l.data = bitpack(self.factory_calibration_values)
l.v0 = (l.v0 - 1) | 8
cnt += 1
if len(self.calib_data) > 0:
bytes_per_calibration_line = len(
self.calib_data) // self.type_info.lines_per_calibration_data
for i in range(0, 112, 4):
l = Line()
lines += [l]
l.mask = 0xffffffff
l.flags = i | (0x85 << 24)
l.data = b''
for j in range(0, 112):
p = 8 + j * bytes_per_calibration_line + i
l.data += self.calib_data[p:p + 4]
# Align to dwords, as the sensor demands it
for l in lines:
pad = len(l.data) % 4
if pad > 0:
l.data += b'\0' * (4 - pad)
# ---------------- Line Update ---------------
line_update = pack('<L', len(lines))
line_update += b''.join([pack('<LL', l.mask, l.flags) for l in lines])
line_update += b''.join([l.data for l in lines if ((l.flags & 0x00f00000) >> 0x14) <= 1])
chunks += [[0x30, line_update]]
# ---------------- Line Update Transform ---------------
update_transform = b''.join([
pack('<BBH', l.v0, l.v1, l.v2) + l.data for l in lines
if ((l.flags & 0x00f00000) >> 0x14) > 1
])
chunks += [[0x43, update_transform]]
return chunks
def line_update_type_2(self, mode: CaptureMode,
chunks: typing.List[typing.List[typing.Union[int, bytes]]]):
for c in chunks:
# patch the 2D params.
# The following is only needed on some rom versions below 6.5 as reported by cmd_01
# if c[0] == 0x2f:
# c[1] = pack('<L', unpack('<L', c[1])[0]*mult)
# Timeslot Table 2D
if c[0] == 0x34:
# TODO: figure out when to use address increment
tst = self.patch_timeslot_table(c[1], True, self.type_info.repeat_multiplier)
if mode != CaptureMode.CALIBRATE:
tst = self.patch_timeslot_again(tst)
c[1] = tst
# ---------------- Reply Configuration ---------------
chunks += [[0x17, b'']]
if mode == CaptureMode.IDENTIFY:
# This type of fragment is not present in the debugging dump routine.
# It seems to be only used for identification and it looks almost identical to Finger Detect (0x26)
# Seems to be the same all the time for a given sensor and mostly hardcoded
# TODO: analyse construct_wtf_4e @0000000180090BF0
chunks += [[
0x4e,
unhexlify(
'fbb20f0000000f00300000006001020040010a00018000000a0200000b1900008813b80b01091000'
)
]]
# Image Reconstruction.
# TODO: analyse add_image_reconstruction_cmd_02_buff_list_item @000000018008EA70
chunks += [[
0x2e, unhexlify('0200180002000000900090004d01000090017c013c323232640a0201')
]]
elif mode == CaptureMode.ENROLL:
chunks += [[
0x26,
unhexlify(
'fbb20f0000000f00300000006001020040010a00018000000a0200000b19000050c360ea01091000'
)
]]
# Image Reconstruction. There is only one byte difference with the "identify" version. (same is true for 0097)
chunks += [[
0x2e, unhexlify('0200180023000000900090004d01000090017c013c323232640a0201')
]]
lines = []
l = Line()
lines += [l]
l.mask = 0xff
# Find 2nd "Enable Rx" instruction
pc, _ = prg.find_nth_insn(tst, 6, 2)
l.flags = (pc + 1) | 0x3000000
l.data = self.type_info.calibration_blob
l = Line()
lines += [l]
l.mask = 0xff
# Find 1st "Write Register" instruction to the 0x8000203C port
pc, _ = prg.find_nth_regwrite(tst, 0x800020fc, 1)
l.flags = (pc + 1) | 0x3000000
l.data = self.factory_calib_data
l = Line()
lines += [l]
l.mask = 0xff
# Find 1st "Write Register" instruction to the 0x8000203C port
pc, _ = prg.find_nth_regwrite(tst, 0x8000203c, 1)
l.flags = (pc + 1) | 0x3000000
l.data = self.factory_calibration_values
# Align to dwords, as the sensor demands it
for l in lines:
pad = len(l.data) % 4
if pad > 0:
l.data += b'\0' * (4 - pad)
# ---------------- Line Update ---------------
line_update = pack('<L', len(lines))
line_update += b''.join([pack('<LL', l.mask, l.flags) for l in lines])
line_update += b''.join([l.data for l in lines])
chunks += [[0x30, line_update]]
return chunks
def build_cmd_02(self, mode: CaptureMode):
chunks = list(prg.split_chunks(self.hardcoded_prog))
if self.rom_info.product != 0x30:
raise Exception('Not implemented')
if self.device_info.type in line_update_type1_devices:
chunks = self.line_update_type_1(mode, chunks)
else:
chunks = self.line_update_type_2(mode, chunks)
if mode == CaptureMode.CALIBRATE:
req_lines = self.calibration_frames * self.lines_per_frame + 1 # TODO: figure out how this is actually calculated
else:
req_lines = 0
return pack('<BHH', 2, self.bytes_per_line, req_lines) + prg.merge_chunks(chunks)
def persist_clean_slate(self, clean_slate: bytes):
start = read_flash(6, 0, 0x44)
if start != b'\xff' * 0x44:
if clean_slate[:0x44] == start:
logging.info('Calibration data already matches the data on the flash.')
return
else:
logging.info('Calibration flash already written. Erasing.')
erase_flash(6)
write_flash_all(6, 0, clean_slate)
def check_clean_slate(self):
start = read_flash(6, 0, 0x44)
magic, l = unpack('<HH', start[:4])
start = start[4:]
if magic != 0x5002:
return False
hs, zeroes = start[0:0x20], start[0x20:0x40]
if zeroes != b'\0' * 0x20:
logging.warning('Unexpected contents in calibration flash partition')
return False
img = read_flash_all(6, 0x44, l)
if hs != sha256(img).digest():
logging.warning('Calibration flash hash mismatch')
return False
return True
def calibrate(self):
if os.path.isfile(calib_data_path):
with open(calib_data_path, 'rb') as f:
self.calib_data = f.read()
logging.info('Calibration data loaded from a file.')
if self.check_clean_slate():
return
else:
logging.info('No calibration data on the flash. Calibrating...')
else:
self.calib_data = b''
logging.info('No calibration data was loaded. Calibrating...')
for i in range(0, self.calibration_iterations):
logging.debug('Calibration iteration %d...' % i)
rsp = tls.cmd(self.build_cmd_02(CaptureMode.CALIBRATE))
assert_status(rsp)
self.process_calibration_results(self.average(usb.read_82()))
logging.debug('Requesting a blank image...')
# Get the "clean slate" image to store on the flash for fine-grained after-capture adjustments
rsp = tls.cmd(self.build_cmd_02(CaptureMode.CALIBRATE))
assert_status(rsp)
clean_slate = self.average(usb.read_82())
clean_slate = pack('<H', len(clean_slate)) + clean_slate
clean_slate = clean_slate + pack('<H', 0) # TODO: still don't know what this zero is for
clean_slate = pack(
'<H', len(clean_slate)) + sha256(clean_slate).digest() + b'\0' * 0x20 + clean_slate
clean_slate = pack('<H', 0x5002) + clean_slate
self.persist_clean_slate(clean_slate)
self.save()
def cancel(self):
usb.cancel = True
def capture(self, mode: CaptureMode) -> typing.Tuple[int, int, int, int]:
try:
assert_status(tls.app(self.build_cmd_02(mode)))
# start
b = usb.wait_int()
if b[0] != 0:
raise Exception('wait_start: Unexpected interrupt type %s' % hexlify(b).decode())
# wait for finger
while True:
b = usb.wait_int()
if b[0] == 2:
break
# wait capture complete
while True:
b = usb.wait_int()
if b[0] != 3:
raise Exception('Unexpected interrupt type %s' % hexlify(b).decode())
if b[2] & 4:
break
res = get_prg_status2()
assert_status(res)
res = res[2:]
l, res = res[:4], res[4:]
l, = unpack('<L', l)
if l != len(res):
raise Exception('Response size does not match %d != %d', l, len(res))
x, y, w1, w2, error = unpack('<HHHHL', res)
if error != 0:
raise Exception('Scanning problem: %04x' % error)
return x, y, w1, w2
finally:
tls.app(unhexlify('04')) # capture stop if still running, cleanup
def enrollment_update_start(self, key: int) -> int:
rsp = tls.app(pack('<BLL', 0x68, key, 0))
assert_status(rsp)
new_key, = unpack('<L', rsp[2:])
usb.wait_int()
return new_key
def create_enrollment(self):
assert_status(tls.app(pack('<BL', 0x69, 1)))
def enrollment_update_end(self):
assert_status(tls.app(pack('<BL', 0x69, 0)))
# Generates interrupt
def enrollment_update(self, prev: bytes):
write_enable()
try:
rsp = tls.app(b'\x6b' + prev)
assert_status(rsp)
finally:
call_cleanups()
return rsp[2:]
def append_new_image(self, prev: bytes):
self.enrollment_update(prev)
usb.wait_int()
res = self.enrollment_update(prev)
l, res = res[:2], res[2:]
l, = unpack('<H', l)
if l != len(res):
raise Exception('Response size does not match %d != %d', l, len(res))
magic_len = 0x38 # hardcoded in the DLL
template = header = tid = None
while len(res) > 0:
tag, l = unpack('<HH', res[:4])
if tag == 0:
template = res[:magic_len + l]
elif tag == 1:
header = res[magic_len:magic_len + l]
elif tag == 3:
tid = res[magic_len:magic_len + l]
else:
logging.warning('Ignoring unknown tag %x' % tag)
res = res[magic_len + l:]
return header, template, tid
def make_finger_data(self, subtype: int, template: bytes, tid: bytes):
template = pack('<HH', 1, len(template)) + template
tid = pack('<HH', 2, len(tid)) + tid
tinfo = template + tid
tinfo = pack('<HHHH', subtype, 3, len(tinfo), 0x20) + tinfo
tinfo += b'\0' * 0x20
return tinfo
# TODO: Better typing information needed.
def enroll(self, identity: SidIdentity, subtype: int,
update_cb: typing.Callable[[typing.Any, typing.Optional[Exception]], None]):
def do_create_finger(final_template: bytes, tid: bytes):
tinfo = self.make_finger_data(subtype, final_template, tid)
usr = db.lookup_user(identity)
if usr is None:
usr = db.new_user(identity)
else:
usr = usr.dbid
recid = db.new_finger(usr, tinfo)
usb.wait_int()
glow_end_scan()
return recid
key = 0
template = b''
self.create_enrollment()
while True:
try:
glow_start_scan()
self.capture(CaptureMode.ENROLL)
key = self.enrollment_update_start(key)
rsp = self.append_new_image(template)
header, template, tid = rsp
update_cb(header, None)
if tid:
break
except usb_core.USBError as e:
raise e
except CancelledException as e:
glow_end_scan()
raise e
except Exception as e:
print(e)
update_cb(None, e)
# sleep, so we don't end up in a busy loop spaming the sensor with requests in case of unrecoverable error
finally:
self.enrollment_update_end()
self.enrollment_update_end() # done twice for some reason
return do_create_finger(template, tid)
def parse_dict(self, x: bytes):
rc = {}
while len(x) > 0:
(t, l), x = unpack('<HH', x[:4]), x[4:]
rc[t], x = x[:l], x[l:]
return rc
def match_finger(self) -> typing.Tuple[int, int, bytes]:
try:
stg_id = 0 # match against any storage
usr_id = 0 # match against any user
cmd = pack('<BBBHHHHH', 0x5e, 2, 0xff, stg_id, usr_id, 1, 0, 0)
rsp = tls.app(cmd)
assert_status(rsp)
b = usb.wait_int()
if b[0] != 3:
raise Exception('Finger not recognized: %s' % hexlify(b).decode())
# get results
rsp = tls.app(unhexlify('6000000000'))
assert_status(rsp)
rsp = rsp[2:]
(l, ), rsp = unpack('<H', rsp[:2]), rsp[2:]
if l != len(rsp):
raise Exception('Response size does not match')
rsp = self.parse_dict(rsp)
usrid, subtype, hsh = rsp[1], rsp[3], rsp[4]
usrid, = unpack('<L', usrid)
subtype, = unpack('<H', subtype)
return usrid, subtype, hsh
finally:
# cleanup, ignore any errors
tls.app(unhexlify('6200000000'))
def identify(self, update_cb: typing.Callable[[Exception], None]):
while True:
try:
glow_start_scan()
self.capture(CaptureMode.IDENTIFY)
break
except usb_core.USBError as e:
raise e
except CancelledException as e:
glow_end_scan()
raise e
except Exception as e:
# Capture failed, retry
update_cb(e)
sleep(1)
return self.match_finger()
def get_finger_blobs(self, usrid: int, subtype: int):
usr = db.get_user(usrid)
fingerids = [f['dbid'] for f in usr.fingers if f['subtype'] == subtype]
if len(fingerids) != 1:
raise Exception('Unexpected matching finger count')
finger_record = db.get_record_children(fingerids[0])
ids = [r['dbid'] for r in finger_record.children if r['type'] == 8]
return [db.get_record_value(id).value for id in ids]
sensor = Sensor()