I am working in Python 2.7 and am reading in data as bytes (it's a .ecg file), but I need to convert it to integer values.
packetID = int(holter.read(1), 2)
packetSS = int(holter.read(2), 2)
packetFB = int(holter.read(2), 2)
This returns the error
invalid literal for int() with base 2: '\x01'
It looks like you're reading binary data, not ASCII numbers, so you need a different way to convert: the struct module.
import struct
packetID = struct.unpack('B', holter.read(1))[0]
packetSS = struct.unpack('H', holter.read(2))[0]
Alternatively you can read them all at once:
packetID, packetSS, packetFB = struct.unpack('BHH', holter.read(5))
int() converts a string representation of digits such as '1' to an integer. If you want to convert a one-character bytestring to an integer, you can use ord(). However, if you want to convert more than one byte at a time you can use the struct module, specifically struct.unpack.
Related
I am using python 3.8.5, and trying to convert from an integer in the range (0,65535) to a pair of bytes. I am currently using the following code:
from struct import pack
input_integer = 2111
bytes_val = voltage.to_bytes(2,'little')
output_data = struct.pack('bb',bytes_val[1],bytes_val[0])
print(output_data)
This produces the following output:
b'\x08?'
This \x08 is 8 in hex, the most significant byte, and ? is 63 in ascii. So together, the numbers add up to 2111 (8*256+63=2111). What I can't figure out is why the least significant byte is coming out in ascii instead of hex? It's very strange to me that it's in a different format than the MSB right next to it. I want it in hex for the output data, and am trying to figure out how to achieve that.
I have also tried modifying the format string in the last line to the following:
output_data = struct.pack('cc',bytes_val[1],bytes_val[0])
which produces the following error:
struct.error: char format requires a bytes object of length 1
I checked the types at each step, and it looks like bytes_val is a bytearray of length 2, but when I take one of the individual elements, say bytes_val[1], it is an integer rather than a byte array.
Any ideas?
All your observations can be verified from the docs for the bytes class:
While bytes literals and representations are based on ASCII text, bytes objects actually behave like immutable sequences of integers
In Python strings any letters and punctuation are represented by themselves in ASCII, while any control codes by their hexadecimal value (0-31, 127). You can see this by printing ''.join(map(chr, range(128))). Bytes literals follow the same convention, except that individual byte elements are integer, i.e., output_data[0].
If you want to represent everything as hex
>>> output_data.hex()
'083f'
>>> bytes.fromhex('083f') # to recover
b'\x08?'
As of version 3.8 bytes.hex() now supports optional sep and bytes_per_sep parameters to insert separators between bytes in the hex output.
>>> b'abcdef'.hex(' ', 2)
'6162 6364 6566'
I want to convert a hex string I read from a file
"0xbffffe43" to a value written in little endian "\x43\xfe\xff\xbf".
I've tried using struct.pack but it requires a valid integer. Everytime I try to cast hex functions it will convert the 43. I need this for an assignment around memory exploits.
I have access to python 2.7
a = "0xbffffe43"
...
out = "\x43\xfe\xff\xbf"
Is what I want to achieve
You have a string in input. You can convert it to an integer using int and a base.
>>> a = "0xbffffe43"
>>> import struct
>>> out = struct.pack("<I",int(a,16))
>>> out
b'C\xfe\xff\xbf'
The b prefix is there because solution was tested with python 3. But it works as python 2 as well.
C is printed like this because python interprets printable characters. But
>>> b'C\xfe\xff\xbf' == b'\x43\xfe\xff\xbf'
True
see:
Convert hex string to int in Python
Convert a Python int into a big-endian string of bytes
You can try doing:
my_hex = 0xbffffe43
my_little_endian = my_hex.to_bytes(4, 'little')
print(my_little_endian)
I have a binary string representation of a byte, such as
01010101
How can I convert it to a real binary value and write it to a binary file?
Use the int function with a base of 2 to read a binary value as an integer.
n = int('01010101', 2)
Python 2 uses strings to handle binary data, so you would use the chr() function to convert the integer to a one-byte string.
data = chr(n)
Python 3 handles binary and text differently, so you need to use the bytes type instead. This doesn't have a direct equivalent to the chr() function, but the bytes constructor can take a list of byte values. We put n in a one element array and convert that to a bytes object.
data = bytes([n])
Once you have your binary string, you can open a file in binary mode and write the data to it like this:
with open('out.bin', 'wb') as f:
f.write(data)
The shortest ways I have found are:
n = 5
# Python 2.
s = str(n)
i = int(s)
# Python 3.
s = bytes(str(n), "ascii")
i = int(s)
I am particularly concerned with two factors: readability and portability. The second method, for Python 3, is ugly. However, I think it may be backwards compatible.
Is there a shorter, cleaner way that I have missed? I currently make a lambda expression to fix it with a new function, but maybe that's unnecessary.
Answer 1:
To convert a string to a sequence of bytes in either Python 2 or Python 3, you use the string's encode method. If you don't supply an encoding parameter 'ascii' is used, which will always be good enough for numeric digits.
s = str(n).encode()
Python 2: http://ideone.com/Y05zVY
Python 3: http://ideone.com/XqFyOj
In Python 2 str(n) already produces bytes; the encode will do a double conversion as this string is implicitly converted to Unicode and back again to bytes. It's unnecessary work, but it's harmless and is completely compatible with Python 3.
Answer 2:
Above is the answer to the question that was actually asked, which was to produce a string of ASCII bytes in human-readable form. But since people keep coming here trying to get the answer to a different question, I'll answer that question too. If you want to convert 10 to b'10' use the answer above, but if you want to convert 10 to b'\x0a\x00\x00\x00' then keep reading.
The struct module was specifically provided for converting between various types and their binary representation as a sequence of bytes. The conversion from a type to bytes is done with struct.pack. There's a format parameter fmt that determines which conversion it should perform. For a 4-byte integer, that would be i for signed numbers or I for unsigned numbers. For more possibilities see the format character table, and see the byte order, size, and alignment table for options when the output is more than a single byte.
import struct
s = struct.pack('<i', 5) # b'\x05\x00\x00\x00'
You can use the struct's pack:
In [11]: struct.pack(">I", 1)
Out[11]: '\x00\x00\x00\x01'
The ">" is the byte-order (big-endian) and the "I" is the format character. So you can be specific if you want to do something else:
In [12]: struct.pack("<H", 1)
Out[12]: '\x01\x00'
In [13]: struct.pack("B", 1)
Out[13]: '\x01'
This works the same on both python 2 and python 3.
Note: the inverse operation (bytes to int) can be done with unpack.
I have found the only reliable, portable method to be
bytes(bytearray([n]))
Just bytes([n]) does not work in python 2. Taking the scenic route through bytearray seems like the only reasonable solution.
Converting an int to a byte in Python 3:
n = 5
bytes( [n] )
>>> b'\x05'
;) guess that'll be better than messing around with strings
source: http://docs.python.org/3/library/stdtypes.html#binaryseq
In Python 3.x, you can convert an integer value (including large ones, which the other answers don't allow for) into a series of bytes like this:
import math
x = 0x1234
number_of_bytes = int(math.ceil(x.bit_length() / 8))
x_bytes = x.to_bytes(number_of_bytes, byteorder='big')
x_int = int.from_bytes(x_bytes, byteorder='big')
x == x_int
from int to byte:
bytes_string = int_v.to_bytes( lenth, endian )
where the lenth is 1/2/3/4...., and endian could be 'big' or 'little'
form bytes to int:
data_list = list( bytes );
When converting from old code from python 2 you often have "%s" % number this can be converted to b"%d" % number (b"%s" % number does not work) for python 3.
The format b"%d" % number is in addition another clean way to convert int to a binary string.
b"%d" % number
I have a long Hex string that represents a series of values of different types. I need to convert this Hex String into bytes or bytearray so that I can extract each value from the raw data. How can I do this?
For example, the string "ab" should convert to the bytes b"\xab" or equivalent byte array. Longer example:
>>> # what to use in place of `convert` here?
>>> convert("8e71c61de6a2321336184f813379ec6bf4a3fb79e63cd12b")
b'\x8eq\xc6\x1d\xe6\xa22\x136\x18O\x813y\xeck\xf4\xa3\xfby\xe6<\xd1+'
Suppose your hex string is something like
>>> hex_string = "deadbeef"
Convert it to a bytearray (Python 3 and 2.7):
>>> bytearray.fromhex(hex_string)
bytearray(b'\xde\xad\xbe\xef')
Convert it to a bytes object (Python 3):
>>> bytes.fromhex(hex_string)
b'\xde\xad\xbe\xef'
Note that bytes is an immutable version of bytearray.
Convert it to a string (Python ≤ 2.7):
>>> hex_data = hex_string.decode("hex")
>>> hex_data
"\xde\xad\xbe\xef"
There is a built-in function in bytearray that does what you intend.
bytearray.fromhex("de ad be ef 00")
It returns a bytearray and it reads hex strings with or without space separator.
provided I understood correctly, you should look for binascii.unhexlify
import binascii
a='45222e'
s=binascii.unhexlify(a)
b=[ord(x) for x in s]
Assuming you have a byte string like so
"\x12\x45\x00\xAB"
and you know the amount of bytes and their type you can also use this approach
import struct
bytes = '\x12\x45\x00\xAB'
val = struct.unpack('<BBH', bytes)
#val = (18, 69, 43776)
As I specified little endian (using the '<' char) at the start of the format string the function returned the decimal equivalent.
0x12 = 18
0x45 = 69
0xAB00 = 43776
B is equal to one byte (8 bit) unsigned
H is equal to two bytes (16 bit) unsigned
More available characters and byte sizes can be found here
The advantages are..
You can specify more than one byte and the endian of the values
Disadvantages..
You really need to know the type and length of data your dealing with
You can use the Codecs module in the Python Standard Library, i.e.
import codecs
codecs.decode(hexstring, 'hex_codec')
You should be able to build a string holding the binary data using something like:
data = "fef0babe"
bits = ""
for x in xrange(0, len(data), 2)
bits += chr(int(data[x:x+2], 16))
This is probably not the fastest way (many string appends), but quite simple using only core Python.
A good one liner is:
byte_list = map(ord, hex_string)
This will iterate over each char in the string and run it through the ord() function. Only tested on python 2.6, not too sure about 3.0+.
-Josh