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Kevin Thomas authored and GitHub committed 2026-09-29 09:48:35 -04:00
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#!/usr/bin/env python3
# MIT License
#
# Copyright (c) 2026 Kevin Thomas
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, including without limitation the rights
# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
# copies of the Software, and to permit persons to whom the Software is
# furnished to do so, subject to the following conditions:
#
# The above copyright notice and this permission notice shall be included in all
# copies or substantial portions of the Software.
#
# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
# SOFTWARE.
#
# Author: Kevin Thomas
# Email: kevin@mytechnotalent.com
# GitHub: https://github.com/mytechnotalent
# File: float_hex_converter.py
# Desc: Convert and explain IEEE 754 float/hex operations step-by-step.
# Created: 2026
"""Convert and explain IEEE 754 float/hex operations step-by-step."""
import argparse
import struct
import sys
def _exp_str(e_val: int, bias: int, is_64: bool) -> str:
"""
Get accurate true exponent string accounting for IEEE 754 edge cases.
Parameters
----------
e_val : int
The stored exponent value.
bias : int
The exponent bias (127 or 1023).
is_64 : bool
True if 64-bit precision.
Returns
-------
str
The formatted true exponent explanation string.
"""
if e_val == 0:
return f"0 (Zero/Subnormal, True Exp: {1 - bias})"
if e_val == (2047 if is_64 else 255):
return f"{e_val} (Inf/NaN flag)"
return f"{e_val} - {bias} = {e_val - bias}"
def _print_encode_steps(val: float, b: int) -> None:
"""
Print the math steps for encoding a float to hex.
Parameters
----------
val : float
The float value to encode.
b : int
The bit size (32 or 64).
Returns
-------
None
"""
f1, f2, bias = ("<Q", "<d", 1023) if b == 64 else ("<I", "<f", 127)
bstr = f"{struct.unpack(f1, struct.pack(f2, val))[0]:0{b}b}"
s, e, m = (
bstr[0],
bstr[1 : 1 + (11 if b == 64 else 8)],
bstr[1 + (11 if b == 64 else 8) :],
)
hex_val = f"0x{int(bstr, 2):0{b//4}X}"
print(f"\n[ENCODE {val} to {b}-bit]\n1. Sign: {s} (0=Pos, 1=Neg)")
print(f"2. Exp: {_exp_str(int(e, 2), bias, b == 64)}\n3. Mantissa: {m}")
print(f"4. Full: {s} {e} {m}\n5. Hex: {hex_val}")
if b == 64:
raw_hex = f"{int(bstr, 2):016X}"
r3 = f"0x{raw_hex[:8]}"
r2 = f"0x{raw_hex[8:]}"
print(f"6. ARM Regs: r3 (high) = {r3}, r2 (low) = {r2} (e.g. in printf)")
else:
print(f"6. ARM Reg: Single 32-bit register ({hex_val})")
def _print_decode_steps(hex_str: str) -> None:
"""
Print the math steps for decoding a hex string to float.
Parameters
----------
hex_str : str
The hex string to decode.
Returns
-------
None
"""
c = hex_str.lower()
if c.startswith("0x"):
c = c[2:]
b, f1, f2, bias = (64, "<Q", "<d", 1023) if len(c) > 8 else (32, "<I", "<f", 127)
bstr = f"{int(c, 16):0{b}b}"
s, e, m = (
bstr[0],
bstr[1 : 1 + (11 if b == 64 else 8)],
bstr[1 + (11 if b == 64 else 8) :],
)
print(f"\n[DECODE 0x{c.zfill(b//4).upper()} ({b}-bit)]\n1. Binary: {s} {e} {m}")
print(f"2. Sign: {s}\n3. Exp: {_exp_str(int(e, 2), bias, b == 64)}")
print(f"4. Value: {struct.unpack(f2, struct.pack(f1, int(c, 16)))[0]}")
if b == 64:
raw_hex = c.zfill(16).upper()
r3 = f"0x{raw_hex[:8]}"
r2 = f"0x{raw_hex[8:]}"
print(f"5. ARM Regs: r3 (high) = {r3}, r2 (low) = {r2} (e.g. in printf)")
else:
print(f"5. ARM Reg: Single 32-bit register (0x{c.zfill(8).upper()})")
def _is_hex(s: str) -> bool:
"""
Check if a string is a hexadecimal representation.
Parameters
----------
s : str
Candidate string, with or without a 0x prefix.
Returns
-------
bool
True if every character is a hexadecimal digit.
"""
cleaned = s.lower()
if cleaned.startswith("0x"):
cleaned = cleaned[2:]
if not cleaned:
return False
return all(c in "0123456789abcdef" for c in cleaned)
def _process_conversion(val_str: str) -> None:
"""
Execute the conversion and print the output.
Parameters
----------
val_str : str
The raw input string to process.
Returns
-------
None
"""
cleaned = val_str.strip()
if cleaned.lower().startswith("0x") or (len(cleaned) >= 8 and _is_hex(cleaned)):
_print_decode_steps(cleaned)
else:
val = float(cleaned)
_print_encode_steps(val, 32)
_print_encode_steps(val, 64)
def main() -> int:
"""
Execute the conversion pipeline based on CLI arguments.
Parameters
----------
None
Returns
-------
int
Zero on successful conversion, otherwise non-zero.
"""
parser = argparse.ArgumentParser(description="Float/Hex step converter.")
parser.add_argument("val", help="Hex (0x...) or Float value to convert.")
args = parser.parse_args()
try:
_process_conversion(args.val)
return 0
except Exception as e:
print(f"Error: {e}", file=sys.stderr)
return 1
if __name__ == "__main__":
sys.exit(main())