llvm-project/mlir/utils/spirv/gen_spirv_dialect.py

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#!/usr/bin/env python3
# -*- coding: utf-8 -*-
# Copyright 2019 The MLIR Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
# Script for updating SPIR-V dialect by scraping information from SPIR-V
# HTML and JSON specs from the Internet.
#
# For example, to define the enum attribute for SPIR-V memory model:
#
# ./gen_spirv_dialect.py --bash_td_path /path/to/SPIRVBase.td \
# --new-enum MemoryModel
#
# The 'operand_kinds' dict of spirv.core.grammar.json contains all supported
# SPIR-V enum classes.
import requests
SPIRV_HTML_SPEC_URL = 'https://www.khronos.org/registry/spir-v/specs/unified1/SPIRV.html'
SPIRV_JSON_SPEC_URL = 'https://raw.githubusercontent.com/KhronosGroup/SPIRV-Headers/master/include/spirv/unified1/spirv.core.grammar.json'
AUTOGEN_ENUM_SECTION_MARKER = 'enum section. Generated from SPIR-V spec; DO NOT MODIFY!'
AUTOGEN_INSTRUCTION_OPCODE_SECTION_MARKER = ('opcode section. Generated from '
'SPIR-V spec; DO NOT MODIFY!')
def get_spirv_grammar_from_json_spec():
"""Extracts operand kind and instruction grammar from SPIR-V JSON spec.
Returns:
- A list containing all operand kinds' grammar
- A list containing all instructions' grammar
"""
response = requests.get(SPIRV_JSON_SPEC_URL)
spec = response.content
import json
spirv = json.loads(spec)
return spirv['operand_kinds'], spirv['instructions']
def split_list_into_sublists(items, offset):
"""Split the list of items into multiple sublists.
This is to make sure the string composed from each sublist won't exceed
80 characters.
Arguments:
- items: a list of strings
- offset: the offset in calculating each sublist's length
"""
chuncks = []
chunk = []
chunk_len = 0
for item in items:
chunk_len += len(item) + 2
if chunk_len > 80:
chuncks.append(chunk)
chunk = []
chunk_len = len(item) + 2
chunk.append(item)
if len(chunk) != 0:
chuncks.append(chunk)
return chuncks
def gen_operand_kind_enum_attr(operand_kind):
"""Generates the TableGen I32EnumAttr definition for the given operand kind.
Returns:
- The operand kind's name
- A string containing the TableGen I32EnumAttr definition
"""
if 'enumerants' not in operand_kind:
return '', ''
kind_name = operand_kind['kind']
kind_acronym = ''.join([c for c in kind_name if c >= 'A' and c <= 'Z'])
kind_cases = [(case['enumerant'], case['value'])
for case in operand_kind['enumerants']]
max_len = max([len(symbol) for (symbol, _) in kind_cases])
# Generate the definition for each enum case
fmt_str = 'def SPV_{acronym}_{symbol} {colon:>{offset}} '\
'I32EnumAttrCase<"{symbol}", {value}>;'
case_defs = [
fmt_str.format(
acronym=kind_acronym,
symbol=case[0],
value=case[1],
colon=':',
offset=(max_len + 1 - len(case[0]))) for case in kind_cases
]
case_defs = '\n'.join(case_defs)
# Generate the list of enum case names
fmt_str = 'SPV_{acronym}_{symbol}';
case_names = [fmt_str.format(acronym=kind_acronym,symbol=case[0])
for case in kind_cases]
# Split them into sublists and concatenate into multiple lines
case_names = split_list_into_sublists(case_names, 6)
case_names = ['{:6}'.format('') + ', '.join(sublist)
for sublist in case_names]
case_names = ',\n'.join(case_names)
# Generate the enum attribute definition
enum_attr = 'def SPV_{name}Attr :\n '\
'I32EnumAttr<"{name}", "valid SPIR-V {name}", [\n{cases}\n ]> {{\n'\
' let returnType = "::mlir::spirv::{name}";\n'\
' let convertFromStorage = '\
'"static_cast<::mlir::spirv::{name}>($_self.getInt())";\n'\
' let cppNamespace = "::mlir::spirv";\n}}'.format(
name=kind_name, cases=case_names)
return kind_name, case_defs + '\n\n' + enum_attr
def gen_opcode(instructions):
""" Generates the TableGen definition to map opname to opcode
Returns:
- A string containing the TableGen SPV_OpCode definition
"""
max_len = max([len(inst['opname']) for inst in instructions])
def_fmt_str = 'def SPV_OC_{name} {colon:>{offset}} '\
'I32EnumAttrCase<"{name}", {value}>;'
opcode_defs = [
def_fmt_str.format(
name=inst['opname'],
value=inst['opcode'],
colon=':',
offset=(max_len + 1 - len(inst['opname']))) for inst in instructions
]
opcode_str = '\n'.join(opcode_defs)
decl_fmt_str = 'SPV_OC_{name}'
opcode_list = [
decl_fmt_str.format(name=inst['opname']) for inst in instructions
]
opcode_list = split_list_into_sublists(opcode_list, 6)
opcode_list = [
'{:6}'.format('') + ', '.join(sublist) for sublist in opcode_list
]
opcode_list = ',\n'.join(opcode_list)
enum_attr = 'def SPV_OpcodeAttr :\n'\
' I32EnumAttr<"{name}", "valid SPIR-V instructions", [\n'\
'{lst}\n'\
' ]> {{\n'\
' let returnType = "::mlir::spirv::{name}";\n'\
' let convertFromStorage = '\
'"static_cast<::mlir::spirv::{name}>($_self.getInt())";\n'\
' let cppNamespace = "::mlir::spirv";\n}}'.format(
name='Opcode', lst=opcode_list)
return opcode_str + '\n\n' + enum_attr
def update_td_opcodes(path, instructions, filter_list):
with open(path, 'r') as f:
content = f.read()
content = content.split(AUTOGEN_INSTRUCTION_OPCODE_SECTION_MARKER)
assert len(content) == 3
# Extend opcode list with existing list
import re
existing_opcodes = [k[11:] for k in re.findall('def SPV_OC_\w+', content[1])]
filter_list.extend(existing_opcodes)
filter_list = list(set(filter_list))
# Generate the opcode for all instructions in SPIR-V
filter_instrs = list(
filter(lambda inst: (inst['opname'] in filter_list), instructions))
# Sort instruction based on opcode
filter_instrs.sort(key=lambda inst: inst['opcode'])
opcode = gen_opcode(filter_instrs)
# Substitute the opcode
content = content[0] + AUTOGEN_INSTRUCTION_OPCODE_SECTION_MARKER + '\n\n' + \
opcode + '\n\n// End ' + AUTOGEN_INSTRUCTION_OPCODE_SECTION_MARKER \
+ content[2]
with open(path, 'w') as f:
f.write(content)
def update_td_enum_attrs(path, operand_kinds, filter_list):
"""Updates SPIRBase.td with new generated enum definitions.
Arguments:
- path: the path to SPIRBase.td
- operand_kinds: a list containing all operand kinds' grammar
- filter_list: a list containing new enums to add
"""
with open(path, 'r') as f:
content = f.read()
content = content.split(AUTOGEN_ENUM_SECTION_MARKER)
assert len(content) == 3
# Extend filter list with existing enum definitions
import re
existing_kinds = [
k[8:-4] for k in re.findall('def SPV_\w+Attr', content[1])]
filter_list.extend(existing_kinds)
# Generate definitions for all enums in filter list
defs = [gen_operand_kind_enum_attr(kind)
for kind in operand_kinds if kind['kind'] in filter_list]
# Sort alphabetically according to enum name
defs.sort(key=lambda enum : enum[0])
# Only keep the definitions from now on
defs = [enum[1] for enum in defs]
# Substitute the old section
content = content[0] + AUTOGEN_ENUM_SECTION_MARKER + '\n\n' + \
'\n\n'.join(defs) + "\n\n// End " + AUTOGEN_ENUM_SECTION_MARKER \
+ content[2];
with open(path, 'w') as f:
f.write(content)
if __name__ == '__main__':
import argparse
cli_parser = argparse.ArgumentParser(
description='Update SPIR-V dialect definitions using SPIR-V spec')
cli_parser.add_argument('--base-td-path', dest='base_td_path', type=str,
help='Path to SPIRVBase.td')
cli_parser.add_argument('--new-enum', dest='new_enum', type=str,
help='SPIR-V enum to be added to SPIRVBase.td')
cli_parser.add_argument(
'--new-opcodes',
dest='new_opcodes',
type=str,
nargs='*',
help='update SPIR-V opcodes in SPIRVBase.td')
args = cli_parser.parse_args()
operand_kinds, instructions = get_spirv_grammar_from_json_spec()
update_td_enum_attrs(args.base_td_path, operand_kinds, [args.new_enum])
update_td_opcodes(args.base_td_path, instructions, args.new_opcodes)