def _testRandomReads(archivePath: str, samples: int, parallelization: int):
with indexed_zstd.IndexedZstdFile(
archivePath) as serialFile, SeekableZstd(
archivePath
) if parallelization == 1 else ParallelZstdReader(
archivePath, parallelization) as parallelFile:
if hasattr(parallelFile, 'blockBoundaries'):
size = parallelFile.blockBoundaries[-1]
else:
parallelFile.seek(io.SEEK_END)
size = parallelFile.tell()
if parallelization == 1:
parallelFile.close()
parallelFile = SeekableZstd(archivePath)
else:
parallelFile.seek(0)
for _ in range(samples):
offset = random.randint(0, size + 1)
size = random.randint(0, (size + 1 - offset) *
2) # half the time read past the end
serialFile.seek(offset)
serialData = serialFile.read(size)
# Files opened with the zstandard module cannot seek back not even in an emulated manner.
if parallelization == 1 and offset < parallelFile.tell():
parallelFile.close()
parallelFile = SeekableZstd(archivePath)
parallelFile.seek(offset)
parallelData = parallelFile.read(size)
assert len(serialData) == len(parallelData)
assert serialData == parallelData
def _decodeBlock(filename, offset, size):
# This is not thread-safe! But it will be executed in a process pool, in which each worker has its own
# global variable set. Using a global variable for this is safe because we know that there is one process pool
# per BlockParallelReader, meaning the filename is a constant for each worker.
global _parallelZstdReaderFile
if _parallelZstdReaderFile is None:
_parallelZstdReaderFile = indexed_zstd.IndexedZstdFile(filename)
_parallelZstdReaderFile.seek(offset)
return _parallelZstdReaderFile.read(size)
def testZstdSeeking(filename):
file = indexed_zstd.IndexedZstdFile(filename)
for offset in file.block_offsets():
file.seek(0)
file.read(1)
t0 = time.time()
file.seek(offset)
file.read(1)
t1 = time.time()
print(f"Seeking to {offset} took {t1-t0:.3f}s")
def simpleParallelZstdReading(filename):
parallelization = os.cpu_count()
with concurrent.futures.ThreadPoolExecutor(parallelization) as pool:
futures = []
with indexed_zstd.IndexedZstdFile(filename) as file:
offsets = np.array(list(file.block_offsets().values()))
sizes = offsets[1:] - offsets[:-1]
t0 = time.time()
for offset, size in zip(offsets[:-1], sizes):
futures.append(pool.submit(readBlock, filename, offset, size))
while len(futures) >= parallelization:
futures.pop(0).result()
t1 = time.time()
print(f"Reading in parallel with a thread pool took {t1-t0:.3f}s")
def _testSequentialReading(archivePath: str, bufferSize: int,
parallelization: int):
with indexed_zstd.IndexedZstdFile(
archivePath) as serialFile, SeekableZstd(
archivePath
) if parallelization == 1 else ParallelZstdReader(
archivePath, parallelization) as parallelFile:
bytesRead = 0
while True:
serialData = serialFile.read(bufferSize)
parallelData = parallelFile.read(bufferSize)
assert len(serialData) == len(parallelData)
assert serialData == parallelData
bytesRead += len(serialData)
if len(serialData) < bufferSize:
break
if hasattr(parallelFile, 'blockBoundaries'):
assert bytesRead == parallelFile.blockBoundaries[-1]
def __init__(self, filename: str, parallelization: Optional[int] = None):
fileObject = indexed_zstd.IndexedZstdFile(filename)
blockBoundaries = list(fileObject.block_offsets().values())
super().__init__(filename, fileObject, blockBoundaries,
parallelization)
),
'zip':
CompressionInfo(
['zip'],
[],
'zipfile',
lambda x: x.read(2) == b'PK',
lambda x: zipfile.ZipFile(x),
),
'zst':
CompressionInfo(
['zst', 'zstd'],
['tzst'],
'indexed_zstd',
lambda x: x.read(4) == (0xFD2FB528).to_bytes(4, 'little'),
lambda x: indexed_zstd.IndexedZstdFile(x.fileno()),
),
}
def stripSuffixFromCompressedFile(path: str) -> str:
"""Strips compression suffixes like .bz2, .gz, ..."""
for compression in supportedCompressions.values():
for suffix in compression.suffixes:
if path.lower().endswith('.' + suffix.lower()):
return path[:-(len(suffix) + 1)]
return path
def stripSuffixFromTarFile(path: str) -> str:
def readBlock(filename, offset, size):
with indexed_zstd.IndexedZstdFile(filename) as file:
file.seek(offset)
return file.read(size)
if __name__ == '__main__':
for module in ('zstandard', 'indexed_zstd', 'ratarmountcore'):
if hasattr( sys.modules[module], '__version__' ):
print(module, "version:", getattr(sys.modules[module], '__version__'))
print()
filename = sys.argv[1]
if filename.endswith('.xz'):
filename = filename[:-3]
elif filename.endswith('.zst'):
filename = filename[:-4]
if os.path.isfile(filename + '.xz'):
compareReading(xz.open(filename + '.xz', 'rb'), ParallelXZReader(filename + '.xz', os.cpu_count()))
benchmarkReading(xz.open(filename + '.xz', 'rb'))
benchmarkReading(lzma.open(filename + '.xz', 'rb'))
benchmarkReading(ParallelXZReader(filename + '.xz', os.cpu_count()))
print()
if os.path.isfile(filename + '.zst'):
#simpleParallelZstdReading(filename + '.zst')
#testZstdSeeking(filename + '.zst')
compareReading(zstandard.open(filename + '.zst', 'rb'), ParallelZstdReader(filename + '.zst', os.cpu_count()))
benchmarkReading(zstandard.open(filename + '.zst', 'rb'))
benchmarkReading(indexed_zstd.IndexedZstdFile(filename + '.zst'))
benchmarkReading(ParallelZstdReader(filename + '.zst', os.cpu_count()))
