1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 573 574 575 576 577 578 579 580 581 582 583 584 585 586 587 588 589 590 591 592 593 594 595 596 597 598 599 600 601 602 603 604 605 606 607 608 609 610 611 612 613 614 615 616 617 618 619 620 621 622 623 624 625 626 627 628 629 630 631 632 633 634 635 636 637 638 639 640 641 642 643 644 645 646 647 648 649 650 651 652 653 654 655 656 657 658 659 660 661 662 663 664 665 666 667 668 669 670 671 672 673 674
|
# Copyright (c) Meta Platforms, Inc. and affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
#
"""
Provides helpers for CLI interaction.
"""
import difflib
import os.path
import re
import subprocess
import sys
import time
import traceback
from copy import deepcopy
from dataclasses import dataclass, replace
from multiprocessing import cpu_count, Pool
from pathlib import Path
from typing import Any, AnyStr, cast, Dict, List, Optional, Sequence, Union
from libcst import parse_module, PartialParserConfig
from libcst.codemod._codemod import Codemod
from libcst.codemod._dummy_pool import DummyPool
from libcst.codemod._runner import (
SkipFile,
SkipReason,
transform_module,
TransformExit,
TransformFailure,
TransformResult,
TransformSkip,
TransformSuccess,
)
from libcst.helpers import calculate_module_and_package
from libcst.metadata import FullRepoManager
_DEFAULT_GENERATED_CODE_MARKER: str = f"@gen{''}erated"
def invoke_formatter(formatter_args: Sequence[str], code: AnyStr) -> AnyStr:
"""
Given a code string, run an external formatter on the code and return new
formatted code.
"""
# Make sure there is something to run
if len(formatter_args) == 0:
raise Exception("No formatter configured but code formatting requested.")
# Invoke the formatter, giving it the code as stdin and assuming the formatted
# code comes from stdout.
work_with_bytes = isinstance(code, bytes)
return cast(
AnyStr,
subprocess.check_output(
formatter_args,
input=code,
universal_newlines=not work_with_bytes,
encoding=None if work_with_bytes else "utf-8",
),
)
def print_execution_result(result: TransformResult) -> None:
for warning in result.warning_messages:
print(f"WARNING: {warning}", file=sys.stderr)
if isinstance(result, TransformFailure):
error = result.error
if isinstance(error, subprocess.CalledProcessError):
print(error.output.decode("utf-8"), file=sys.stderr)
print(result.traceback_str, file=sys.stderr)
def gather_files(
files_or_dirs: Sequence[str], *, include_stubs: bool = False
) -> List[str]:
"""
Given a list of files or directories (can be intermingled), return a list of
all python files that exist at those locations. If ``include_stubs`` is ``True``,
this will include ``.py`` and ``.pyi`` stub files. If it is ``False``, only
``.py`` files will be included in the returned list.
"""
ret: List[str] = []
for fd in files_or_dirs:
if os.path.isfile(fd):
ret.append(fd)
elif os.path.isdir(fd):
ret.extend(
str(p)
for p in Path(fd).rglob("*.py*")
if Path.is_file(p)
and (
str(p).endswith("py") or (include_stubs and str(p).endswith("pyi"))
)
)
return sorted(ret)
def diff_code(
oldcode: str, newcode: str, context: int, *, filename: Optional[str] = None
) -> str:
"""
Given two strings representing a module before and after a codemod, produce
a unified diff of the changes with ``context`` lines of context. Optionally,
assign the ``filename`` to the change, and if it is not available, assume
that the change was performed on stdin/stdout. If no change is detected,
return an empty string instead of returning an empty unified diff. This is
comparable to revision control software which only shows differences for
files that have changed.
"""
if oldcode == newcode:
return ""
if filename:
difflines = difflib.unified_diff(
oldcode.split("\n"),
newcode.split("\n"),
fromfile=filename,
tofile=filename,
lineterm="",
n=context,
)
else:
difflines = difflib.unified_diff(
oldcode.split("\n"), newcode.split("\n"), lineterm="", n=context
)
return "\n".join(difflines)
def exec_transform_with_prettyprint(
transform: Codemod,
code: str,
*,
include_generated: bool = False,
generated_code_marker: str = _DEFAULT_GENERATED_CODE_MARKER,
format_code: bool = False,
formatter_args: Sequence[str] = (),
python_version: Optional[str] = None,
) -> Optional[str]:
"""
Given an instantiated codemod and a string representing a module, transform that
code by executing the transform, optionally invoking the formatter and finally
printing any generated warnings to stderr. If the code includes the generated
marker at any spot and ``include_generated`` is not set to ``True``, the code
will not be modified. If ``format_code`` is set to ``False`` or the instantiated
codemod does not modify the code, the code will not be formatted. If a
``python_version`` is provided, then we will parse the module using
this version. Otherwise, we will use the version of the currently executing python
binary.
In all cases a module will be returned. Whether it is changed depends on the
input parameters as well as the codemod itself.
"""
if not include_generated and generated_code_marker in code:
print(
"WARNING: Code is generated and we are set to ignore generated code, "
+ "skipping!",
file=sys.stderr,
)
return code
result = transform_module(transform, code, python_version=python_version)
maybe_code: Optional[str] = (
None
if isinstance(result, (TransformFailure, TransformExit, TransformSkip))
else result.code
)
if maybe_code is not None and format_code:
try:
maybe_code = invoke_formatter(formatter_args, maybe_code)
except Exception as ex:
# Failed to format code, treat as a failure and make sure that
# we print the exception for debugging.
maybe_code = None
result = TransformFailure(
error=ex,
traceback_str=traceback.format_exc(),
warning_messages=result.warning_messages,
)
# Finally, print the output, regardless of what happened
print_execution_result(result)
return maybe_code
@dataclass(frozen=True)
class ExecutionResult:
# File we have results for
filename: str
# Whether we actually changed the code for the file or not
changed: bool
# The actual result
transform_result: TransformResult
@dataclass(frozen=True)
class ExecutionConfig:
blacklist_patterns: Sequence[str] = ()
format_code: bool = False
formatter_args: Sequence[str] = ()
generated_code_marker: str = _DEFAULT_GENERATED_CODE_MARKER
include_generated: bool = False
python_version: Optional[str] = None
repo_root: Optional[str] = None
unified_diff: Optional[int] = None
def _execute_transform( # noqa: C901
transformer: Codemod,
filename: str,
config: ExecutionConfig,
scratch: Dict[str, object],
) -> ExecutionResult:
for pattern in config.blacklist_patterns:
if re.fullmatch(pattern, filename):
return ExecutionResult(
filename=filename,
changed=False,
transform_result=TransformSkip(
skip_reason=SkipReason.BLACKLISTED,
skip_description=f"Blacklisted by pattern {pattern}.",
),
)
try:
with open(filename, "rb") as fp:
oldcode = fp.read()
# Skip generated files
if (
not config.include_generated
and config.generated_code_marker.encode("utf-8") in oldcode
):
return ExecutionResult(
filename=filename,
changed=False,
transform_result=TransformSkip(
skip_reason=SkipReason.GENERATED,
skip_description="Generated file.",
),
)
# Somewhat gross hack to provide the filename in the transform's context.
# We do this after the fork so that a context that was initialized with
# some defaults before calling parallel_exec_transform_with_prettyprint
# will be updated per-file.
transformer.context = replace(
transformer.context,
filename=filename,
scratch=deepcopy(scratch),
)
# determine the module and package name for this file
try:
module_name_and_package = calculate_module_and_package(
config.repo_root or ".", filename
)
transformer.context = replace(
transformer.context,
full_module_name=module_name_and_package.name,
full_package_name=module_name_and_package.package,
)
except ValueError as ex:
print(
f"Failed to determine module name for {filename}: {ex}", file=sys.stderr
)
# Run the transform, bail if we failed or if we aren't formatting code
try:
input_tree = parse_module(
oldcode,
config=(
PartialParserConfig(python_version=str(config.python_version))
if config.python_version is not None
else PartialParserConfig()
),
)
output_tree = transformer.transform_module(input_tree)
newcode = output_tree.bytes
encoding = output_tree.encoding
except KeyboardInterrupt:
return ExecutionResult(
filename=filename, changed=False, transform_result=TransformExit()
)
except SkipFile as ex:
return ExecutionResult(
filename=filename,
changed=False,
transform_result=TransformSkip(
skip_reason=SkipReason.OTHER,
skip_description=str(ex),
warning_messages=transformer.context.warnings,
),
)
except Exception as ex:
return ExecutionResult(
filename=filename,
changed=False,
transform_result=TransformFailure(
error=ex,
traceback_str=traceback.format_exc(),
warning_messages=transformer.context.warnings,
),
)
# Call formatter if needed, but only if we actually changed something in this
# file
if config.format_code and newcode != oldcode:
try:
newcode = invoke_formatter(config.formatter_args, newcode)
except KeyboardInterrupt:
return ExecutionResult(
filename=filename,
changed=False,
transform_result=TransformExit(),
)
except Exception as ex:
return ExecutionResult(
filename=filename,
changed=False,
transform_result=TransformFailure(
error=ex,
traceback_str=traceback.format_exc(),
warning_messages=transformer.context.warnings,
),
)
# Format as unified diff if needed, otherwise save it back
changed = oldcode != newcode
if config.unified_diff:
newcode = diff_code(
oldcode.decode(encoding),
newcode.decode(encoding),
config.unified_diff,
filename=filename,
)
else:
# Write back if we changed
if changed:
with open(filename, "wb") as fp:
fp.write(newcode)
# Not strictly necessary, but saves space in pickle since we won't use it
newcode = ""
# Inform success
return ExecutionResult(
filename=filename,
changed=changed,
transform_result=TransformSuccess(
warning_messages=transformer.context.warnings, code=newcode
),
)
except KeyboardInterrupt:
return ExecutionResult(
filename=filename, changed=False, transform_result=TransformExit()
)
except Exception as ex:
return ExecutionResult(
filename=filename,
changed=False,
transform_result=TransformFailure(
error=ex,
traceback_str=traceback.format_exc(),
warning_messages=transformer.context.warnings,
),
)
class Progress:
ERASE_CURRENT_LINE: str = "\r\033[2K"
def __init__(self, *, enabled: bool, total: int) -> None:
self.enabled = enabled
self.total = total
# 1/100 = 0, len("0") = 1, precision = 0, more digits for more files
self.pretty_precision: int = len(str(self.total // 100)) - 1
# Pretend we start processing immediately. This is not true, but it's
# close enough to true.
self.started_at: float = time.time()
def print(self, finished: int) -> None:
if not self.enabled:
return
left = self.total - finished
percent = 100.0 * (float(finished) / float(self.total))
elapsed_time = max(time.time() - self.started_at, 0)
print(
f"{self.ERASE_CURRENT_LINE}{self._human_seconds(elapsed_time)} {percent:.{self.pretty_precision}f}% complete, {self.estimate_completion(elapsed_time, finished, left)} estimated for {left} files to go...",
end="",
file=sys.stderr,
)
def _human_seconds(self, seconds: Union[int, float]) -> str:
"""
This returns a string which is a human-ish readable elapsed time such
as 30.42s or 10m 31s
"""
minutes, seconds = divmod(seconds, 60)
hours, minutes = divmod(minutes, 60)
if hours > 0:
return f"{hours:.0f}h {minutes:02.0f}m {seconds:02.0f}s"
elif minutes > 0:
return f"{minutes:02.0f}m {seconds:02.0f}s"
else:
return f"{seconds:02.2f}s"
def estimate_completion(
self, elapsed_seconds: float, files_finished: int, files_left: int
) -> str:
"""
Computes a really basic estimated completion given a number of
operations still to do.
"""
if files_finished <= 0:
# Technically infinite but calculating sounds better.
return "[calculating]"
fps = files_finished / elapsed_seconds
estimated_seconds_left = files_left / fps
return self._human_seconds(estimated_seconds_left)
def clear(self) -> None:
if not self.enabled:
return
print(self.ERASE_CURRENT_LINE, end="", file=sys.stderr)
def _print_parallel_result(
exec_result: ExecutionResult,
progress: Progress,
*,
unified_diff: bool,
show_successes: bool,
hide_generated: bool,
hide_blacklisted: bool,
) -> None:
filename = exec_result.filename
result = exec_result.transform_result
if isinstance(result, TransformSkip):
# Skipped file, print message and don't write back since not changed.
if not (
(result.skip_reason is SkipReason.BLACKLISTED and hide_blacklisted)
or (result.skip_reason is SkipReason.GENERATED and hide_generated)
):
progress.clear()
print(f"Codemodding {filename}", file=sys.stderr)
print_execution_result(result)
print(
f"Skipped codemodding {filename}: {result.skip_description}\n",
file=sys.stderr,
)
elif isinstance(result, TransformFailure):
# Print any exception, don't write the file back.
progress.clear()
print(f"Codemodding {filename}", file=sys.stderr)
print_execution_result(result)
print(f"Failed to codemod {filename}\n", file=sys.stderr)
elif isinstance(result, TransformSuccess):
if show_successes or result.warning_messages:
# Print any warnings, save the changes if there were any.
progress.clear()
print(f"Codemodding {filename}", file=sys.stderr)
print_execution_result(result)
print(
f"Successfully codemodded {filename}"
+ (" with warnings\n" if result.warning_messages else "\n"),
file=sys.stderr,
)
# In unified diff mode, the code is a diff we must print.
if unified_diff and result.code:
print(result.code)
@dataclass(frozen=True)
class ParallelTransformResult:
"""
The result of running
:func:`~libcst.codemod.parallel_exec_transform_with_prettyprint` against
a series of files. This is a simple summary, with counts for number of
successfully codemodded files, number of files that we failed to codemod,
number of warnings generated when running the codemod across the files, and
the number of files that we skipped when running the codemod.
"""
#: Number of files that we successfully transformed.
successes: int
#: Number of files that we failed to transform.
failures: int
#: Number of warnings generated when running transform across files.
warnings: int
#: Number of files skipped because they were blacklisted, generated
#: or the codemod requested to skip.
skips: int
# Unfortunate wrapper required since there is no `istarmap_unordered`...
def _execute_transform_wrap(
job: Dict[str, Any],
) -> ExecutionResult:
return _execute_transform(**job)
def parallel_exec_transform_with_prettyprint( # noqa: C901
transform: Codemod,
files: Sequence[str],
*,
jobs: Optional[int] = None,
unified_diff: Optional[int] = None,
include_generated: bool = False,
generated_code_marker: str = _DEFAULT_GENERATED_CODE_MARKER,
format_code: bool = False,
formatter_args: Sequence[str] = (),
show_successes: bool = False,
hide_generated: bool = False,
hide_blacklisted: bool = False,
hide_progress: bool = False,
blacklist_patterns: Sequence[str] = (),
python_version: Optional[str] = None,
repo_root: Optional[str] = None,
) -> ParallelTransformResult:
"""
Given a list of files and an instantiated codemod we should apply to them,
fork and apply the codemod in parallel to all of the files, including any
configured formatter. The ``jobs`` parameter controls the maximum number of
in-flight transforms, and needs to be at least 1. If not included, the number
of jobs will automatically be set to the number of CPU cores. If ``unified_diff``
is set to a number, changes to files will be printed to stdout with
``unified_diff`` lines of context. If it is set to ``None`` or left out, files
themselves will be updated with changes and formatting. If a
``python_version`` is provided, then we will parse each source file using
this version. Otherwise, we will use the version of the currently executing python
binary.
A progress indicator as well as any generated warnings will be printed to stderr.
To supress the interactive progress indicator, set ``hide_progress`` to ``True``.
Files that include the generated code marker will be skipped unless the
``include_generated`` parameter is set to ``True``. Similarly, files that match
a supplied blacklist of regex patterns will be skipped. Warnings for skipping
both blacklisted and generated files will be printed to stderr along with
warnings generated by the codemod unless ``hide_blacklisted`` and
``hide_generated`` are set to ``True``. Files that were successfully codemodded
will not be printed to stderr unless ``show_successes`` is set to ``True``.
To make this API possible, we take an instantiated transform. This is due to
the fact that lambdas are not pickleable and pickling functions is undefined.
This means we're implicitly relying on fork behavior on UNIX-like systems, and
this function will not work on Windows systems. To create a command-line utility
that runs on Windows, please instead see
:func:`~libcst.codemod.exec_transform_with_prettyprint`.
"""
# Ensure that we have no duplicates, otherwise we might get race conditions
# on write.
files = sorted({os.path.abspath(f) for f in files})
total = len(files)
progress = Progress(enabled=not hide_progress, total=total)
chunksize = 4
# Grab number of cores if we need to
jobs = min(
jobs if jobs is not None else cpu_count(),
(len(files) + chunksize - 1) // chunksize,
)
if jobs < 1:
raise Exception("Must have at least one job to process!")
if total == 0:
return ParallelTransformResult(successes=0, failures=0, skips=0, warnings=0)
if repo_root is not None:
# Make sure if there is a root that we have the absolute path to it.
repo_root = os.path.abspath(repo_root)
# Spin up a full repo metadata manager so that we can provide metadata
# like type inference to individual forked processes.
print("Calculating full-repo metadata...", file=sys.stderr)
metadata_manager = FullRepoManager(
repo_root,
files,
transform.get_inherited_dependencies(),
)
metadata_manager.resolve_cache()
transform.context = replace(
transform.context,
metadata_manager=metadata_manager,
)
print("Executing codemod...", file=sys.stderr)
config = ExecutionConfig(
repo_root=repo_root,
unified_diff=unified_diff,
include_generated=include_generated,
generated_code_marker=generated_code_marker,
format_code=format_code,
formatter_args=formatter_args,
blacklist_patterns=blacklist_patterns,
python_version=python_version,
)
if total == 1 or jobs == 1:
# Simple case, we should not pay for process overhead.
# Let's just use a dummy synchronous pool.
jobs = 1
pool_impl = DummyPool
else:
pool_impl = Pool
# Warm the parser, pre-fork.
parse_module(
"",
config=(
PartialParserConfig(python_version=python_version)
if python_version is not None
else PartialParserConfig()
),
)
successes: int = 0
failures: int = 0
warnings: int = 0
skips: int = 0
with pool_impl(processes=jobs) as p: # type: ignore
args = [
{
"transformer": transform,
"filename": filename,
"config": config,
"scratch": transform.context.scratch,
}
for filename in files
]
try:
for result in p.imap_unordered(
_execute_transform_wrap, args, chunksize=chunksize
):
# Print an execution result, keep track of failures
_print_parallel_result(
result,
progress,
unified_diff=bool(unified_diff),
show_successes=show_successes,
hide_generated=hide_generated,
hide_blacklisted=hide_blacklisted,
)
progress.print(successes + failures + skips)
if isinstance(result.transform_result, TransformFailure):
failures += 1
elif isinstance(result.transform_result, TransformSuccess):
successes += 1
elif isinstance(
result.transform_result, (TransformExit, TransformSkip)
):
skips += 1
warnings += len(result.transform_result.warning_messages)
finally:
progress.clear()
# Return whether there was one or more failure.
return ParallelTransformResult(
successes=successes, failures=failures, skips=skips, warnings=warnings
)
|