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apache--tvm/python/tvm/script/highlight.py
T
Junru Shao 3b3443bd12 [TIR][Schedule][UX] Beautify TIR Trace Printing (#12507)
Following https://github.com/apache/tvm/pull/12197, this PR introduces
`Schedule.show()` which convenience the user experience in the following
two aspects:
- Python syntax highlighting
- Outputs a schedule function instead of standalone instructions so that
it's easier to follow.

To demonstrate this change:
- Before `Schedule.show()` is introduced:
<img width="555" alt="image" src="https://user-images.githubusercontent.com/22515877/185713487-03722566-1df7-45c7-a034-c1460d399681.png">

- After this change:
<img width="583" alt="image" src="https://user-images.githubusercontent.com/22515877/185713564-c54f3a9d-cd52-4709-a8b8-d8a61361e611.png">
2022-08-20 18:10:19 -04:00

151 lines
5.8 KiB
Python

# Licensed to the Apache Software Foundation (ASF) under one
# or more contributor license agreements. See the NOTICE file
# distributed with this work for additional information
# regarding copyright ownership. The ASF licenses this file
# to you 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.
"""Highlight printed TVM script.
"""
import sys
import warnings
from typing import Optional, Union
from tvm.ir import IRModule
from tvm.tir import PrimFunc
def cprint(printable: Union[IRModule, PrimFunc, str], style: Optional[str] = None) -> None:
"""
Print highlighted TVM script string with Pygments
Parameters
----------
printable : Union[IRModule, PrimFunc, str]
The TVM script to be printed
style : str, optional
Printing style, auto-detected if None.
Notes
-----
The style parameter follows the Pygments style names or Style objects. Three
built-in styles are extended: "light", "dark" and "ansi". By default, "light"
will be used for notebook environment and terminal style will be "ansi" for
better style consistency. As an fallback when the optional Pygment library is
not installed, plain text will be printed with a one-time warning to suggest
installing the Pygment library. Other Pygment styles can be found in
https://pygments.org/styles/
"""
if isinstance(printable, (IRModule, PrimFunc)):
printable = printable.script()
try:
# pylint: disable=import-outside-toplevel
import pygments
from packaging import version
from pygments import highlight
from pygments.formatters import HtmlFormatter, Terminal256Formatter
from pygments.lexers.python import Python3Lexer
from pygments.style import Style
from pygments.token import Comment, Keyword, Name, Number, Operator, String
if version.parse(pygments.__version__) < version.parse("2.4.0"):
raise ImportError("Required Pygments version >= 2.4.0 but got " + pygments.__version__)
except ImportError as err:
with warnings.catch_warnings():
warnings.simplefilter("once", UserWarning)
install_cmd = sys.executable + ' -m pip install "Pygments>=2.4.0" --upgrade --user'
warnings.warn(
str(err)
+ "\n"
+ "To print highlighted TVM script, please install Pygments:\n"
+ install_cmd,
category=UserWarning,
)
print(printable)
else:
class JupyterLight(Style):
"""A Jupyter-Notebook-like Pygments style configuration (aka. "light")"""
background_color = ""
styles = {
Keyword: "bold #008000",
Keyword.Type: "nobold #008000",
Name.Function: "#0000FF",
Name.Class: "bold #0000FF",
Name.Decorator: "#AA22FF",
String: "#BA2121",
Number: "#008000",
Operator: "bold #AA22FF",
Operator.Word: "bold #008000",
Comment: "italic #007979",
}
class VSCDark(Style):
"""A VSCode-Dark-like Pygments style configuration (aka. "dark")"""
background_color = ""
styles = {
Keyword: "bold #c586c0",
Keyword.Type: "#82aaff",
Keyword.Namespace: "#4ec9b0",
Name.Class: "bold #569cd6",
Name.Function: "bold #dcdcaa",
Name.Decorator: "italic #fe4ef3",
String: "#ce9178",
Number: "#b5cea8",
Operator: "#bbbbbb",
Operator.Word: "#569cd6",
Comment: "italic #6a9956",
}
class AnsiTerminalDefault(Style):
"""The default style for terminal display with ANSI colors (aka. "ansi")"""
background_color = ""
styles = {
Keyword: "bold ansigreen",
Keyword.Type: "nobold ansigreen",
Name.Class: "bold ansiblue",
Name.Function: "bold ansiblue",
Name.Decorator: "italic ansibrightmagenta",
String: "ansiyellow",
Number: "ansibrightgreen",
Operator: "bold ansimagenta",
Operator.Word: "bold ansigreen",
Comment: "italic ansibrightblack",
}
is_in_notebook = "ipykernel" in sys.modules # in notebook env (support html display).
if style is None:
# choose style automatically according to the environment:
style = JupyterLight if is_in_notebook else AnsiTerminalDefault
elif style == "light":
style = JupyterLight
elif style == "dark":
style = VSCDark
elif style == "ansi":
style = AnsiTerminalDefault
if is_in_notebook: # print with HTML display
from IPython.display import ( # pylint: disable=import-outside-toplevel
HTML,
display,
)
formatter = HtmlFormatter(style=JupyterLight)
formatter.noclasses = True # inline styles
html = highlight(printable, Python3Lexer(), formatter)
display(HTML(html))
else:
print(highlight(printable, Python3Lexer(), Terminal256Formatter(style=style)))