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mypy
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mypy
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#!/usr/bin/env python
# Copyright (c) Streamlit Inc. (2018-2022) Snowflake Inc. (2022-2024)
#
# 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.
"""Process Mypy line precision report into useful statistics."""
import glob
import itertools
import os
import os.path
import shlex
import sys
import tempfile
from typing import Iterable, List
import click
import mypy.main as mypy_main
PATHS = ["lib/streamlit/", "scripts/*", "e2e/scripts/*"]
EXCLUDE_FILES = {
os.path.join("scripts", "add_license_headers.py"),
os.path.join("e2e", "scripts", "st_reuse_label.py"),
os.path.join("scripts", "license-template.txt"),
}
def shlex_join(split_command: Iterable[str]):
"""Return a shell-escaped string from *split_command*.
This function is backported from Python 3.8 - shlex.join
"""
return ' '.join(shlex.quote(arg) for arg in split_command)
class Module:
_COLUMNS = (56, 5, 5, 7)
_HEADERS = ("Module", "Lines", "Typed", "Percent")
def __init__(self, name: str, lines: int = 0, precise: int = 0):
self.name = name
self.lines = lines
self.precise = precise
@classmethod
def header(cls) -> str:
fmt = "%-*s %-*s %-*s %-*s"
return ("%s\n%s" % (fmt, fmt)) % tuple(
itertools.chain(
*zip(cls._COLUMNS, cls._HEADERS),
*zip(cls._COLUMNS, ["-" * len(h) for h in cls._HEADERS]),
)
)
def __str__(self) -> str:
cols = self._COLUMNS
return "%-*s %*d %*d % 7.02f%%" % (
cols[0],
self.name,
cols[1],
self.lines,
cols[2],
self.precise,
self.precise * 100 / self.lines,
)
def process_report(path: str) -> None:
modules: List[Module] = []
totals = Module("Total")
with open(path) as f:
for line in f.readlines()[2:]: # Skip two header lines.
parts = line.split()
name = parts[0]
if name.endswith("_pb2"):
continue
total_lines = int(parts[1])
empty_lines = int(parts[5])
lines = total_lines - empty_lines
if not lines:
continue
precise = int(parts[2])
modules.append(Module(name, lines, precise))
totals.lines += lines
totals.precise += precise
print(Module.header())
for module in sorted(modules, key=lambda m: m.name):
print(str(module))
print(str(totals))
@click.command()
@click.option("--report", is_flag=True, help="Emit line coverage report for all files")
@click.option(
"--verbose",
'-v',
is_flag=True,
help=(
"Verbose mode. Causes this command to print mypy command being executed."
)
)
def main(report: bool = False, verbose: bool = False) -> None:
paths: List[str] = []
for path in PATHS:
if "*" in path:
for filename in glob.glob(path):
if not (filename in EXCLUDE_FILES or filename.endswith(".sh")):
paths.append(filename)
else:
paths.append(path)
args = ["--config-file=lib/mypy.ini", "--namespace-packages"]
if report:
tempdir = tempfile.TemporaryDirectory()
args.append("--lineprecision-report=%s" % tempdir.name)
args.append("--")
args.extend(paths)
if verbose:
shell_command = shlex_join(itertools.chain(['mypy'], args))
print("Executing command:", shell_command)
mypy_main.main(stdout=sys.stdout, stderr=sys.stderr, args=args)
if report:
process_report(os.path.join(tempdir.name, "lineprecision.txt"))
if __name__ == "__main__":
main()