Showing posts with label Python learning. Show all posts
Showing posts with label Python learning. Show all posts

Monday, 13 March 2017

LLVM test case update python script

Need to revisit this to understand it completely.

#!/usr/bin/env python2.7

"""A test case update script.

This script is a utility to update LLVM X86 'llc' based test cases with new
FileCheck patterns. It can either update all of the tests in the file or
a single test function.
"""

import argparse
import os         # Used to advertise this file's name ("autogenerated_note").
import string
import subprocess
import sys
import re

# Invoke the tool that is being tested.
def llc(args, cmd_args, ir):
  with open(ir) as ir_file:
    stdout = subprocess.check_output(args.llc_binary + ' ' + cmd_args,
                                     shell=True, stdin=ir_file)
  # Fix line endings to unix CR style.
  stdout = stdout.replace('\r\n', '\n')
  return stdout


# RegEx: this is where the magic happens.

SCRUB_WHITESPACE_RE = re.compile(r'(?!^(|  \w))[ \t]+', flags=re.M)
SCRUB_TRAILING_WHITESPACE_RE = re.compile(r'[ \t]+$', flags=re.M)
SCRUB_KILL_COMMENT_RE = re.compile(r'^ *#+ +kill:.*\n')

ASM_FUNCTION_X86_RE = re.compile(
    r'^_?(?P<func>[^:]+):[ \t]*#+[ \t]*@(?P=func)\n[^:]*?'
    r'(?P<body>^##?[ \t]+[^:]+:.*?)\s*'
    r'^\s*(?:[^:\n]+?:\s*\n\s*\.size|\.cfi_endproc|\.globl|\.comm|\.(?:sub)?section)',
    flags=(re.M | re.S))
SCRUB_X86_SHUFFLES_RE = (
    re.compile(
        r'^(\s*\w+) [^#\n]+#+ ((?:[xyz]mm\d+|mem)( \{%k\d+\}( \{z\})?)? = .*)$',
        flags=re.M))
SCRUB_X86_SP_RE = re.compile(r'\d+\(%(esp|rsp)\)')
SCRUB_X86_RIP_RE = re.compile(r'[.\w]+\(%rip\)')
SCRUB_X86_LCP_RE = re.compile(r'\.LCPI[0-9]+_[0-9]+')

ASM_FUNCTION_ARM_RE = re.compile(
        r'^(?P<func>[0-9a-zA-Z_]+):\n' # f: (name of function)
        r'\s+\.fnstart\n' # .fnstart
        r'(?P<body>.*?)\n' # (body of the function)
        r'.Lfunc_end[0-9]+:\n', # .Lfunc_end0:
        flags=(re.M | re.S))

RUN_LINE_RE = re.compile('^\s*;\s*RUN:\s*(.*)$')
TRIPLE_ARG_RE = re.compile(r'-mtriple=([^ ]+)')
TRIPLE_IR_RE = re.compile(r'^target\s+triple\s*=\s*"([^"]+)"$')
IR_FUNCTION_RE = re.compile('^\s*define\s+(?:internal\s+)?[^@]*@(\w+)\s*\(')
CHECK_PREFIX_RE = re.compile('--?check-prefix(?:es)?=(\S+)')
CHECK_RE = re.compile(r'^\s*;\s*([^:]+?)(?:-NEXT|-NOT|-DAG|-LABEL)?:')

ASM_FUNCTION_PPC_RE = re.compile(
    r'^_?(?P<func>[^:]+):[ \t]*#+[ \t]*@(?P=func)\n'
    r'\.Lfunc_begin[0-9]+:\n'
    r'[ \t]+.cfi_startproc\n'
    r'(?:\.Lfunc_[gl]ep[0-9]+:\n(?:[ \t]+.*?\n)*)*'
    r'(?P<body>.*?)\n'
    # This list is incomplete
    r'(?:^[ \t]*(?:\.long[ \t]+[^\n]+|\.quad[ \t]+[^\n]+)\n)*'
    r'.Lfunc_end[0-9]+:\n',
    flags=(re.M | re.S))


def scrub_asm_x86(asm):
  # Scrub runs of whitespace out of the assembly, but leave the leading
  # whitespace in place.
  asm = SCRUB_WHITESPACE_RE.sub(r' ', asm)
  # Expand the tabs used for indentation.
  asm = string.expandtabs(asm, 2)
  # Detect shuffle asm comments and hide the operands in favor of the comments.
  asm = SCRUB_X86_SHUFFLES_RE.sub(r'\1 {{.*#+}} \2', asm)
  # Generically match the stack offset of a memory operand.
  asm = SCRUB_X86_SP_RE.sub(r'{{[0-9]+}}(%\1)', asm)
  # Generically match a RIP-relative memory operand.
  asm = SCRUB_X86_RIP_RE.sub(r'{{.*}}(%rip)', asm)
  # Generically match a LCP symbol.
  asm = SCRUB_X86_LCP_RE.sub(r'{{\.LCPI.*}}', asm)
  # Strip kill operands inserted into the asm.
  asm = SCRUB_KILL_COMMENT_RE.sub('', asm)
  # Strip trailing whitespace.
  asm = SCRUB_TRAILING_WHITESPACE_RE.sub(r'', asm)
  return asm

def scrub_asm_arm_eabi(asm):
  # Scrub runs of whitespace out of the assembly, but leave the leading
  # whitespace in place.
  asm = SCRUB_WHITESPACE_RE.sub(r' ', asm)
  # Expand the tabs used for indentation.
  asm = string.expandtabs(asm, 2)
  # Strip kill operands inserted into the asm.
  asm = SCRUB_KILL_COMMENT_RE.sub('', asm)
  # Strip trailing whitespace.
  asm = SCRUB_TRAILING_WHITESPACE_RE.sub(r'', asm)
  return asm

def scrub_asm_powerpc64le(asm):
  # Scrub runs of whitespace out of the assembly, but leave the leading
  # whitespace in place.
  asm = SCRUB_WHITESPACE_RE.sub(r' ', asm)
  # Expand the tabs used for indentation.
  asm = string.expandtabs(asm, 2)
  # Strip trailing whitespace.
  asm = SCRUB_TRAILING_WHITESPACE_RE.sub(r'', asm)
  return asm


# Build up a dictionary of all the function bodies.
def build_function_body_dictionary(raw_tool_output, triple, prefixes, func_dict,
                                   verbose):
  target_handlers = {
      'x86_64': (scrub_asm_x86, ASM_FUNCTION_X86_RE),
      'i686': (scrub_asm_x86, ASM_FUNCTION_X86_RE),
      'x86': (scrub_asm_x86, ASM_FUNCTION_X86_RE),
      'i386': (scrub_asm_x86, ASM_FUNCTION_X86_RE),
      'arm-eabi': (scrub_asm_arm_eabi, ASM_FUNCTION_ARM_RE),
      'powerpc64le': (scrub_asm_powerpc64le, ASM_FUNCTION_PPC_RE),
  }
  handlers = None
  for prefix, s in target_handlers.items():
    if triple.startswith(prefix):
      handlers = s
      break
  else:
    raise KeyError('Triple %r is not supported' % (triple))

  scrubber, function_re = handlers
  for m in function_re.finditer(raw_tool_output):
    if not m:
      continue
    func = m.group('func')
    scrubbed_body = scrubber(m.group('body'))
    if func.startswith('stress'):
      # We only use the last line of the function body for stress tests.
      scrubbed_body = '\n'.join(scrubbed_body.splitlines()[-1:])
    if verbose:
      print >>sys.stderr, 'Processing function: ' + func
      for l in scrubbed_body.splitlines():
        print >>sys.stderr, '  ' + l
    for prefix in prefixes:
      if func in func_dict[prefix] and func_dict[prefix][func] != scrubbed_body:
        if prefix == prefixes[-1]:
          print >>sys.stderr, ('WARNING: Found conflicting asm under the '
                               'same prefix: %r!' % (prefix,))
        else:
          func_dict[prefix][func] = None
          continue

      func_dict[prefix][func] = scrubbed_body


def add_checks(output_lines, run_list, func_dict, func_name):
  printed_prefixes = []
  for p in run_list:
    checkprefixes = p[0]
    for checkprefix in checkprefixes:
      if checkprefix in printed_prefixes:
        break
      if not func_dict[checkprefix][func_name]:
        continue
      # Add some space between different check prefixes.
      if len(printed_prefixes) != 0:
        output_lines.append(';')
      printed_prefixes.append(checkprefix)
      output_lines.append('; %s-LABEL: %s:' % (checkprefix, func_name))
      func_body = func_dict[checkprefix][func_name].splitlines()
      output_lines.append('; %s:       %s' % (checkprefix, func_body[0]))
      for func_line in func_body[1:]:
        output_lines.append('; %s-NEXT:  %s' % (checkprefix, func_line))
      # Add space between different check prefixes and the first line of code.
      # output_lines.append(';')
      break
  return output_lines


def should_add_line_to_output(input_line, prefix_set):
  # Skip any blank comment lines in the IR.
  if input_line.strip() == ';':
    return False
  # Skip any blank lines in the IR.
  #if input_line.strip() == '':
  #  return False
  # And skip any CHECK lines. We're building our own.
  m = CHECK_RE.match(input_line)
  if m and m.group(1) in prefix_set:
    return False

  return True


def main():
  parser = argparse.ArgumentParser(description=__doc__)
  parser.add_argument('-v', '--verbose', action='store_true',
                      help='Show verbose output')
  parser.add_argument('--llc-binary', default='llc',
                      help='The "llc" binary to use to generate the test case')
  parser.add_argument(
      '--function', help='The function in the test file to update')
  parser.add_argument('tests', nargs='+')
  args = parser.parse_args()

  autogenerated_note = ('; NOTE: Assertions have been autogenerated by '
                        'utils/' + os.path.basename(__file__))

  for test in args.tests:
    if args.verbose:
      print >>sys.stderr, 'Scanning for RUN lines in test file: %s' % (test,)
    with open(test) as f:
      input_lines = [l.rstrip() for l in f]

    triple_in_ir = None
    for l in input_lines:
      m = TRIPLE_IR_RE.match(l)
      if m:
        triple_in_ir = m.groups()[0]
        break

    raw_lines = [m.group(1)
                 for m in [RUN_LINE_RE.match(l) for l in input_lines] if m]
    run_lines = [raw_lines[0]] if len(raw_lines) > 0 else []
    for l in raw_lines[1:]:
      if run_lines[-1].endswith("\\"):
        run_lines[-1] = run_lines[-1].rstrip("\\") + " " + l
      else:
        run_lines.append(l)

    if args.verbose:
      print >>sys.stderr, 'Found %d RUN lines:' % (len(run_lines),)
      for l in run_lines:
        print >>sys.stderr, '  RUN: ' + l

    run_list = []
    for l in run_lines:
      commands = [cmd.strip() for cmd in l.split('|', 1)]
      llc_cmd = commands[0]

      triple_in_cmd = None
      m = TRIPLE_ARG_RE.search(llc_cmd)
      if m:
        triple_in_cmd = m.groups()[0]

      filecheck_cmd = ''
      if len(commands) > 1:
        filecheck_cmd = commands[1]
      if not llc_cmd.startswith('llc '):
        print >>sys.stderr, 'WARNING: Skipping non-llc RUN line: ' + l
        continue

      if not filecheck_cmd.startswith('FileCheck '):
        print >>sys.stderr, 'WARNING: Skipping non-FileChecked RUN line: ' + l
        continue

      llc_cmd_args = llc_cmd[len('llc'):].strip()
      llc_cmd_args = llc_cmd_args.replace('< %s', '').replace('%s', '').strip()

      check_prefixes = [item for m in CHECK_PREFIX_RE.finditer(filecheck_cmd)
                               for item in m.group(1).split(',')]
      if not check_prefixes:
        check_prefixes = ['CHECK']

      # FIXME: We should use multiple check prefixes to common check lines. For
      # now, we just ignore all but the last.
      run_list.append((check_prefixes, llc_cmd_args, triple_in_cmd))

    func_dict = {}
    for p in run_list:
      prefixes = p[0]
      for prefix in prefixes:
        func_dict.update({prefix: dict()})
    for prefixes, llc_args, triple_in_cmd in run_list:
      if args.verbose:
        print >>sys.stderr, 'Extracted LLC cmd: llc ' + llc_args
        print >>sys.stderr, 'Extracted FileCheck prefixes: ' + str(prefixes)

      raw_tool_output = llc(args, llc_args, test)
      if not (triple_in_cmd or triple_in_ir):
        print >>sys.stderr, "Cannot find a triple. Assume 'x86'"

      build_function_body_dictionary(raw_tool_output,
          triple_in_cmd or triple_in_ir or 'x86', prefixes, func_dict, args.verbose)

    is_in_function = False
    is_in_function_start = False
    func_name = None
    prefix_set = set([prefix for p in run_list for prefix in p[0]])
    if args.verbose:
      print >>sys.stderr, 'Rewriting FileCheck prefixes: %s' % (prefix_set,)
    output_lines = []
    output_lines.append(autogenerated_note)

    for input_line in input_lines:
      if is_in_function_start:
        if input_line == '':
          continue
        if input_line.lstrip().startswith(';'):
          m = CHECK_RE.match(input_line)
          if not m or m.group(1) not in prefix_set:
            output_lines.append(input_line)
            continue

        # Print out the various check lines here.
        output_lines = add_checks(output_lines, run_list, func_dict, func_name)
        is_in_function_start = False

      if is_in_function:
        if should_add_line_to_output(input_line, prefix_set) == True:
          # This input line of the function body will go as-is into the output.
          output_lines.append(input_line)
        else:
          continue
        if input_line.strip() == '}':
          is_in_function = False
        continue

      if input_line == autogenerated_note:
        continue

      # If it's outside a function, it just gets copied to the output.
      output_lines.append(input_line)

      m = IR_FUNCTION_RE.match(input_line)
      if not m:
        continue
      func_name = m.group(1)
      if args.function is not None and func_name != args.function:
        # When filtering on a specific function, skip all others.
        continue
      is_in_function = is_in_function_start = True

    if args.verbose:
      print>>sys.stderr, 'Writing %d lines to %s...' % (len(output_lines), test)

    with open(test, 'wb') as f:
      f.writelines([l + '\n' for l in output_lines])


if __name__ == '__main__':
  main()

Monday, 5 September 2016

Python Programming Tutorial - 3 String

Python 3.5.2 (v3.5.2:4def2a2901a5, Jun 25 2016, 22:01:18) [MSC v.1900 32 bit (Intel)] on win32
Type "copyright", "credits" or "license()" for more information.
>>> Bucky Roberts
SyntaxError: invalid syntax
>>> "Bucky Roberts"
'Bucky Roberts'
>>> 'Bucky Robert is awesome!'
'Bucky Robert is awesome!'
>>> 'I don't think shes 18'
SyntaxError: invalid syntax
>>> "I don't think shes 18"
"I don't think shes 18"
>>> 'She said, "waht part of the cow is the meatloaf from?" '
'She said, "waht part of the cow is the meatloaf from?" '
>>> 'I don\'t think shes 18'
"I don't think shes 18"
>>> print
<built-in function print>
>>> print("Hey now brown cow")
Hey now brown cow
>>> print('C:\Bucky\Desktop\nudePics')
C:\Bucky\Desktop
udePics
>>> print('C:\Bucky\Desktop\\nudePics')
C:\Bucky\Desktop\nudePics
>>> print(r'C:\Bucky\Desktop\\nudePics')
C:\Bucky\Desktop\\nudePics
>>> print(r'C:\Bucky\Desktop\nudePics')
C:\Bucky\Desktop\nudePics
>>> firstName = "Tony "
>>> firstName + "Jiang"
'Tony Jiang'
>>>  firstName + "Tao"

SyntaxError: unexpected indent
>>> firstName + "Tao"
'Tony Tao'
>>> firstName * 5
'Tony Tony Tony Tony Tony '
>>> "r means 'row' string, used to tell the python interpreter not print format string"
"r means 'row' string, used to tell the python interpreter not print format string"
>>>

Tuesday, 30 August 2016

Python Programming Tutorial - 2 - Numbers

Python 3.5.2 (v3.5.2:4def2a2901a5, Jun 25 2016, 22:01:18) [MSC v.1900 32 bit (Intel)] on win32
Type "copyright", "credits" or "license()" for more information.
>>> 3 * 20
60
>>> 12 /4
3.0
>>> 12 / 4
3.0
>>> 8 + 2 * 10
28
>>> (8 + 2 ) * 10
100
>>> 10 / 4
2.5
>>> 18 / 4
4.5
>>> 18 % 4
2
>>> 5 * 5 * 5
125
>>> 5 ** 3
125
>>> tuna = 5
>>> 20 + tuna
25
>>> bacon = 18
>>> tuna = 5
>>> bacon / tuna
3.6
>>>

Sunday, 28 August 2016

Python learning

https://www.youtube.com/watch?v=hnxIRVZ0EyU

Tutorial 1
Download and set up python software.
Start using python IDLE

enter 3+4
python IDLE returns 7