RAG-accelerate / prepare_file.py
muellerzr's picture
muellerzr HF staff
Add prepare file script
7db3210
"""
Will open up a pytho file and split out all functions into chunks
with relevent data for embedding
To use: Open up a file and store its contents as `code_string`:
with open("RAG-accelerate/src/accelerator.py", "r") as w:
code_string = w.read()
"""
import re
func_list=[]
func = ''
tab = ''
brackets = {'(':0, '[':0, '{':0}
close = {')':'(', ']':'[', '}':'{'}
string=''
tab_f=''
c1=''
multiline=False
check=False
in_class = False
decorator = None
class_name = ""
for line in code_string.split('\n'):
tab = re.findall(r'^\s*',line)[0]
if re.findall(r'^\s*@', line):
decorator = line
if (re.findall(r'^\s*def', line) or re.findall(r'^\s*class', line)) and not string and not multiline:
if re.findall(r'^\s*class', line):
in_class = True
class_name = re.findall(r'class\s+(\w+)\s*[\(:]', line)[0]
elif len(line.lstrip(" ")) == 0:
in_class = False
func += line + '\n'
tab_f = tab
check=True
if func:
if not check:
if sum(brackets.values()) == 0 and not string and not multiline:
if len(tab) <= len(tab_f):
# Append the metadata
metadata = f'File: accelerator.py\nClass: {class_name}'
if decorator is not None:
func = f'{decorator}\n{func}'
decorator = None
func = f'{metadata}\nSource:\n{func}'
func_list.append(func)
func=''
c1=''
c2=''
continue
func += line + '\n'
check = False
for c0 in line:
if c0 == '#' and not string and not multiline:
break
if c1 != '\\':
if c0 in ['"', "'"]:
if c2 == c1 == c0 == '"' and string != "'":
multiline = not multiline
string = ''
continue
if not multiline:
if c0 in string:
string = ''
else:
if not string:
string = c0
if not string and not multiline:
if c0 in brackets:
brackets[c0] += 1
if c0 in close:
b = close[c0]
brackets[b] -= 1
c2=c1
c1=c0
for f in func_list:
print('-'*40)
print(f)