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Compress & decompress list of dictionaries with python zstandard
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import json | |
import zstandard as zstd | |
class IterStreamer(object): | |
""" | |
File-like streaming iterator. | |
""" | |
def __init__(self, generator, divider: str = "\r\n"): | |
self.generator = generator | |
self.iterator = iter(generator) | |
self.leftover = b'' | |
self.divider = divider | |
def __len__(self): | |
return self.generator.__len__() | |
def __iter__(self): | |
return self.iterator | |
def next(self): | |
return (json.dumps(self.iterator.__next__(), ensure_ascii=False) + self.divider).encode('utf-8') | |
def read(self, size): | |
data = self.leftover | |
count = len(self.leftover) | |
if count < size: | |
try: | |
while count < size: | |
chunk = self.next() | |
data += chunk | |
count += len(chunk) | |
except StopIteration: | |
pass | |
self.leftover = data[size:] | |
return data[:size] | |
class ZstdHelper: | |
DIVIDER = "\r\n" | |
def compress(self, arr: list, filename: str): | |
istream = IterStreamer(arr, divider=self.DIVIDER) | |
cctx = zstd.ZstdCompressor() | |
with open(filename, "wb") as ostream: | |
cctx.copy_stream(istream, ostream) | |
def decompress(self, filename: str) -> list: | |
result = list() | |
dctx = zstd.ZstdDecompressor() | |
with open(filename, "rb") as f: | |
buffer = '' | |
with dctx.stream_reader(f) as reader: | |
for chunk in iter(lambda: reader.read(512), ''): | |
if len(chunk) == 0: | |
break | |
buffer += chunk.decode("utf-8") | |
while True: | |
lbpos = buffer.find(self.DIVIDER) | |
if lbpos == -1: | |
break | |
for objstr in buffer[:lbpos].split(self.DIVIDER): | |
result.append(json.loads(obj)) | |
buffer = buffer[(lbpos + len(self.DIVIDER)):] | |
return result |
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