#!/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()