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executable file
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#!/usr/bin/env python3
"""Helper script to split test into n buckets."""
import argparse
from concurrent.futures import ProcessPoolExecutor
from dataclasses import dataclass, field
from math import ceil
import os
from pathlib import Path
import subprocess
import sys
from typing import Final
# tests/components has ~1000 sub-directories, which makes it the natural
# place to subdivide to keep each pytest invocation roughly equal in size.
_FAN_OUT_DIRS: Final = frozenset({"components"})
class Bucket:
"""Class to hold bucket."""
def __init__(
self,
):
"""Initialize bucket."""
self.total_tests = 0
self._paths: list[str] = []
def add(self, part: TestFolder | TestFile) -> None:
"""Add tests to bucket."""
part.add_to_bucket()
self.total_tests += part.total_tests
self._paths.append(str(part.path))
def get_paths_line(self) -> str:
"""Return paths."""
return " ".join(self._paths) + "\n"
class BucketHolder:
"""Class to hold buckets."""
def __init__(self, tests_per_bucket: int, bucket_count: int) -> None:
"""Initialize bucket holder."""
self._tests_per_bucket = tests_per_bucket
self._bucket_count = bucket_count
self._buckets: list[Bucket] = [Bucket() for _ in range(bucket_count)]
def split_tests(self, test_folder: TestFolder) -> None:
"""Split tests into buckets."""
digits = len(str(test_folder.total_tests))
sorted_tests = sorted(
test_folder.get_all_flatten(), reverse=True, key=lambda x: x.total_tests
)
for tests in sorted_tests:
if tests.added_to_bucket:
# Already added to bucket
continue
print(f"{tests.total_tests:>{digits}} tests in {tests.path}")
smallest_bucket = min(self._buckets, key=lambda x: x.total_tests)
is_file = isinstance(tests, TestFile)
if (
smallest_bucket.total_tests + tests.total_tests < self._tests_per_bucket
) or is_file:
smallest_bucket.add(tests)
# Ensure all files from the same folder are in the same bucket
# to ensure that syrupy correctly identifies unused snapshots
if is_file:
for other_test in tests.parent.children.values():
if other_test is tests or isinstance(other_test, TestFolder):
continue
print(
f"{other_test.total_tests:>{digits}}"
f" tests in {other_test.path}"
" (same bucket)"
)
smallest_bucket.add(other_test)
# verify that all tests are added to a bucket
if not test_folder.added_to_bucket:
raise ValueError("Not all tests are added to a bucket")
def create_ouput_file(self) -> None:
"""Create output file."""
with Path("pytest_buckets.txt").open("w") as file:
for idx, bucket in enumerate(self._buckets):
print(f"Bucket {idx + 1} has {bucket.total_tests} tests")
file.write(bucket.get_paths_line())
@dataclass
class TestFile:
"""Class represents a single test file and the number of tests it has."""
total_tests: int
path: Path
added_to_bucket: bool = field(default=False, init=False)
parent: TestFolder | None = field(default=None, init=False)
def add_to_bucket(self) -> None:
"""Add test file to bucket."""
if self.added_to_bucket:
raise ValueError("Already added to bucket")
self.added_to_bucket = True
def __gt__(self, other: TestFile) -> bool:
"""Return if greater than."""
return self.total_tests > other.total_tests
class TestFolder:
"""Class to hold a folder with test files and folders."""
def __init__(self, path: Path) -> None:
"""Initialize test folder."""
self.path: Final = path
self.children: dict[Path, TestFolder | TestFile] = {}
@property
def total_tests(self) -> int:
"""Return total tests."""
return sum([test.total_tests for test in self.children.values()])
@property
def added_to_bucket(self) -> bool:
"""Return if added to bucket."""
return all(test.added_to_bucket for test in self.children.values())
def add_to_bucket(self) -> None:
"""Add test file to bucket."""
if self.added_to_bucket:
raise ValueError("Already added to bucket")
for child in self.children.values():
child.add_to_bucket()
def __repr__(self) -> str:
"""Return representation."""
return (
f"TestFolder(total_tests={self.total_tests}, children={len(self.children)})"
)
def add_test_file(self, file: TestFile) -> None:
"""Add test file to folder."""
path = file.path
file.parent = self
relative_path = path.relative_to(self.path)
if not relative_path.parts:
raise ValueError("Path is not a child of this folder")
if len(relative_path.parts) == 1:
self.children[path] = file
return
child_path = self.path / relative_path.parts[0]
if (child := self.children.get(child_path)) is None:
self.children[child_path] = child = TestFolder(child_path)
elif not isinstance(child, TestFolder):
raise ValueError("Child is not a folder")
child.add_test_file(file)
def get_all_flatten(self) -> list[TestFolder | TestFile]:
"""Return self and all children as flatten list."""
result: list[TestFolder | TestFile] = [self]
for child in self.children.values():
if isinstance(child, TestFolder):
result.extend(child.get_all_flatten())
else:
result.append(child)
return result
def _collect_batch(paths: list[Path]) -> tuple[str, str, int]:
"""Run pytest --collect-only on a batch of paths."""
result = subprocess.run(
["pytest", "--collect-only", "-qq", "-p", "no:warnings", *map(str, paths)],
check=False,
capture_output=True,
text=True,
)
return result.stdout, result.stderr, result.returncode
def _iter_eligible_children(path: Path) -> list[Path]:
"""Return immediate children of ``path`` that pytest should collect.
Filters out hidden/dunder entries, non-``test_*.py`` files (so helper
modules like ``conftest.py`` and ``common.py`` are not passed as
explicit collection targets), and pycache-style directories.
"""
children: list[Path] = []
for entry in sorted(path.iterdir()):
if entry.name.startswith((".", "_")):
continue
if entry.is_dir() or (entry.suffix == ".py" and entry.name.startswith("test_")):
children.append(entry)
return children
def _enumerate_batch_paths(path: Path) -> list[Path]:
"""Return the child paths to run pytest --collect-only over.
Files are returned as-is. Directories are expanded one level deep, with
a second level of expansion for entries named in ``_FAN_OUT_DIRS`` so the
enormous ``tests/components`` tree fans out into per-integration paths.
"""
if path.is_file():
return [path]
paths: list[Path] = []
for entry in _iter_eligible_children(path):
if entry.is_dir() and entry.name in _FAN_OUT_DIRS:
paths.extend(_iter_eligible_children(entry))
else:
paths.append(entry)
return paths
def collect_tests(path: Path) -> TestFolder:
"""Collect all tests."""
batch_paths = _enumerate_batch_paths(path)
if not batch_paths:
print(f"No eligible test paths found under {path}")
sys.exit(1)
workers = min(len(batch_paths), os.cpu_count() or 1) or 1
# Round-robin chunking keeps batches roughly balanced when path
# ordering correlates with test size.
batches = [batch_paths[i::workers] for i in range(workers)]
if workers == 1:
results = [_collect_batch(batches[0])]
else:
with ProcessPoolExecutor(max_workers=workers) as executor:
results = list(executor.map(_collect_batch, batches))
folder = TestFolder(path)
for stdout, stderr, returncode in results:
if returncode != 0:
print("Failed to collect tests:")
print(stderr)
print(stdout)
sys.exit(1)
for line in stdout.splitlines():
if not line.strip():
continue
file_path, _, total_tests = line.partition(": ")
if not file_path or not total_tests:
print(f"Unexpected line: {line}")
sys.exit(1)
file = TestFile(int(total_tests), Path(file_path))
folder.add_test_file(file)
return folder
def main() -> None:
"""Execute script."""
parser = argparse.ArgumentParser(description="Split tests into n buckets.")
def check_greater_0(value: str) -> int:
ivalue = int(value)
if ivalue <= 0:
raise argparse.ArgumentTypeError(
f"{value} is an invalid. Must be greater than 0"
)
return ivalue
parser.add_argument(
"bucket_count",
help="Number of buckets to split tests into",
type=check_greater_0,
)
parser.add_argument(
"path",
help="Path to the test files to split into buckets",
type=Path,
)
arguments = parser.parse_args()
print("Collecting tests...")
tests = collect_tests(arguments.path)
tests_per_bucket = ceil(tests.total_tests / arguments.bucket_count)
bucket_holder = BucketHolder(tests_per_bucket, arguments.bucket_count)
print("Splitting tests...")
bucket_holder.split_tests(tests)
print(f"Total tests: {tests.total_tests}")
print(f"Estimated tests per bucket: {tests_per_bucket}")
bucket_holder.create_ouput_file()
if __name__ == "__main__":
main()