llvm-project/mlir/utils/generate-test-checks.py

#!/usr/bin/env python3
"""A script to generate FileCheck statements for mlir unit tests.

This script is a utility to add FileCheck patterns to an mlir file.

NOTE: The input .mlir is expected to be the output from the parser, not a
stripped down variant.

Example usage:
$ generate-test-checks.py foo.mlir
$ mlir-opt foo.mlir -transformation | generate-test-checks.py
$ mlir-opt foo.mlir -transformation | generate-test-checks.py --source foo.mlir
$ mlir-opt foo.mlir -transformation | generate-test-checks.py --source foo.mlir -i
$ mlir-opt foo.mlir -transformation | generate-test-checks.py --source foo.mlir -i --source_delim_regex='gpu.func @'

The script will heuristically generate CHECK/CHECK-LABEL commands for each line
within the file. By default this script will also try to insert string
substitution blocks for all SSA value names. If --source file is specified, the
script will attempt to insert the generated CHECKs to the source file by looking
for line positions matched by --source_delim_regex.

The script is designed to make adding checks to a test case fast, it is *not*
designed to be authoritative about what constitutes a good test!
"""

# Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
# See https://llvm.org/LICENSE.txt for license information.
# SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception

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

ADVERT = '// NOTE: Assertions have been autogenerated by '

# Regex command to match an SSA identifier.
SSA_RE_STR = '[0-9]+|[a-zA-Z$._-][a-zA-Z0-9$._-]*'
SSA_RE = re.compile(SSA_RE_STR)


# Class used to generate and manage string substitution blocks for SSA value
# names.
class SSAVariableNamer:

  def __init__(self):
    self.scopes = []
    self.name_counter = 0

  # Generate a substitution name for the given ssa value name.
  def generate_name(self, ssa_name):
    variable = 'VAL_' + str(self.name_counter)
    self.name_counter += 1
    self.scopes[-1][ssa_name] = variable
    return variable

  # Push a new variable name scope.
  def push_name_scope(self):
    self.scopes.append({})

  # Pop the last variable name scope.
  def pop_name_scope(self):
    self.scopes.pop()

  # Return the level of nesting (number of pushed scopes).
  def num_scopes(self):
    return len(self.scopes)

  # Reset the counter.
  def clear_counter(self):
    self.name_counter = 0


# Process a line of input that has been split at each SSA identifier '%'.
def process_line(line_chunks, variable_namer):
  output_line = ''

  # Process the rest that contained an SSA value name.
  for chunk in line_chunks:
    m = SSA_RE.match(chunk)
    ssa_name = m.group(0)

    # Check if an existing variable exists for this name.
    variable = None
    for scope in variable_namer.scopes:
      variable = scope.get(ssa_name)
      if variable is not None:
        break

    # If one exists, then output the existing name.
    if variable is not None:
      output_line += '%[[' + variable + ']]'
    else:
      # Otherwise, generate a new variable.
      variable = variable_namer.generate_name(ssa_name)
      output_line += '%[[' + variable + ':.*]]'

    # Append the non named group.
    output_line += chunk[len(ssa_name):]

  return output_line.rstrip() + '\n'


# Process the source file lines. The source file doesn't have to be .mlir.
def process_source_lines(source_lines, note, args):
  source_split_re = re.compile(args.source_delim_regex)

  source_segments = [[]]
  for line in source_lines:
    # Remove previous note.
    if line == note:
      continue
    # Remove previous CHECK lines.
    if line.find(args.check_prefix) != -1:
      continue
    # Segment the file based on --source_delim_regex.
    if source_split_re.search(line):
      source_segments.append([])

    source_segments[-1].append(line + '\n')
  return source_segments


# Pre-process a line of input to remove any character sequences that will be
# problematic with FileCheck.
def preprocess_line(line):
  # Replace any double brackets, '[[' with escaped replacements. '[['
  # corresponds to variable names in FileCheck.
  output_line = line.replace('[[', '{{\\[\\[}}')

  # Replace any single brackets that are followed by an SSA identifier, the
  # identifier will be replace by a variable; Creating the same situation as
  # above.
  output_line = output_line.replace('[%', '{{\\[}}%')

  return output_line


def main():
  parser = argparse.ArgumentParser(
      description=__doc__, formatter_class=argparse.RawTextHelpFormatter)
  parser.add_argument(
      '--check-prefix', default='CHECK', help='Prefix to use from check file.')
  parser.add_argument(
      '-o',
      '--output',
      nargs='?',
      type=argparse.FileType('w'),
      default=None)
  parser.add_argument(
      'input',
      nargs='?',
      type=argparse.FileType('r'),
      default=sys.stdin)
  parser.add_argument(
      '--source', type=str,
      help='Print each CHECK chunk before each delimeter line in the source'
           'file, respectively. The delimeter lines are identified by '
           '--source_delim_regex.')
  parser.add_argument('--source_delim_regex', type=str, default='func @')
  parser.add_argument(
      '--starts_from_scope', type=int, default=1,
      help='Omit the top specified level of content. For example, by default '
           'it omits "module {"')
  parser.add_argument('-i', '--inplace', action='store_true', default=False)

  args = parser.parse_args()

  # Open the given input file.
  input_lines = [l.rstrip() for l in args.input]
  args.input.close()

  # Generate a note used for the generated check file.
  script_name = os.path.basename(__file__)
  autogenerated_note = (ADVERT + 'utils/' + script_name)

  source_segments = None
  if args.source:
    source_segments = process_source_lines(
        [l.rstrip() for l in open(args.source, 'r')],
        autogenerated_note,
        args
    )

  if args.inplace:
    assert args.output is None
    output = open(args.source, 'w')
  elif args.output is None:
    output = sys.stdout
  else:
    output = args.output

  output_segments = [[]]
  # A map containing data used for naming SSA value names.
  variable_namer = SSAVariableNamer()
  for input_line in input_lines:
    if not input_line:
      continue
    lstripped_input_line = input_line.lstrip()

    # Lines with blocks begin with a ^. These lines have a trailing comment
    # that needs to be stripped.
    is_block = lstripped_input_line[0] == '^'
    if is_block:
      input_line = input_line.rsplit('//', 1)[0].rstrip()

    cur_level = variable_namer.num_scopes()

    # If the line starts with a '}', pop the last name scope.
    if lstripped_input_line[0] == '}':
      variable_namer.pop_name_scope()
      cur_level = variable_namer.num_scopes()

    # If the line ends with a '{', push a new name scope.
    if input_line[-1] == '{':
      variable_namer.push_name_scope()
      if cur_level == args.starts_from_scope:
        output_segments.append([])

    # Omit lines at the near top level e.g. "module {".
    if cur_level < args.starts_from_scope:
      continue

    if len(output_segments[-1]) == 0:
      variable_namer.clear_counter()

    # Preprocess the input to remove any sequences that may be problematic with
    # FileCheck.
    input_line = preprocess_line(input_line)

    # Split the line at the each SSA value name.
    ssa_split = input_line.split('%')

    # If this is a top-level operation use 'CHECK-LABEL', otherwise 'CHECK:'.
    if len(output_segments[-1]) != 0 or not ssa_split[0]:
      output_line = '// ' + args.check_prefix + ': '
      # Pad to align with the 'LABEL' statements.
      output_line += (' ' * len('-LABEL'))

      # Output the first line chunk that does not contain an SSA name.
      output_line += ssa_split[0]

      # Process the rest of the input line.
      output_line += process_line(ssa_split[1:], variable_namer)

    else:
      # Output the first line chunk that does not contain an SSA name for the
      # label.
      output_line = '// ' + args.check_prefix + '-LABEL: ' + ssa_split[0] + '\n'

      # Process the rest of the input line on separate check lines.
      for argument in ssa_split[1:]:
        output_line += '// ' + args.check_prefix + '-SAME:  '

        # Pad to align with the original position in the line.
        output_line += ' ' * len(ssa_split[0])

        # Process the rest of the line.
        output_line += process_line([argument], variable_namer)

    # Append the output line.
    output_segments[-1].append(output_line)

  output.write(autogenerated_note + '\n')

  # Write the output.
  if source_segments:
    assert len(output_segments) == len(source_segments)
    for check_segment, source_segment in zip(output_segments, source_segments):
      for line in check_segment:
        output.write(line)
      for line in source_segment:
        output.write(line)
  else:
    for segment in output_segments:
      output.write('\n')
      for output_line in segment:
        output.write(output_line)
    output.write('\n')
  output.close()


if __name__ == '__main__':
  main()