A resumable SHA-256 hasher using B-Con's sha256 C implementation
Project description
resumablesha256
A Python sha256 hasher whose state can be saved and loaded by pickling. It is otherwise a drop-in replacement for hashlib.sha256(). It uses B-Con's sha256 C implementation for speed.
Motivation
When working with large files or streaming data, you might not always have a single, continuous session to compute a hash. For instance, in a web server handling file uploads, data can arrive in multiple HTTP requests as the file grows on the client side. With resumablesha256, you can:
- Process incoming data in manageable chunks.
- Save the current state of the hash computation.
- Resume the hash calculation later, even across different sessions or processes.
Installation
pip install resumablesha256
Usage
For reference, here is how to create an sha256 hash using Python's standard library:
>>> import hashlib
>>> hasher = hashlib.sha256()
>>> hasher.update(b"first chunk of data")
>>> hasher.update(b"a later chunk")
>>> hasher.digest()
b'\xffs\xd95>\xa0\xf6Y\xcd\\\r\xb9\x0e"\x9c|\x03<\x84\xd8\x04e\x8f-\xd4\x0eo<\xc9\t f'
>>> hasher.hexdigest()
'ff73d9353ea0f659cd5c0db90e229c7c033c84d804658f2dd40e6f3cc9092066'
To make the hasher resumable, replace hashlib with resumablesha256 and use pickle to save and load its state:
>>> import pickle
>>> import resumablesha256
>>> hasher = resumablesha256.sha256()
>>> hasher.update(b"first chunk of data")
>>> pickled_hasher = pickle.dumps(hasher)
>>> new_hasher = pickle.loads(pickled_hasher)
>>> new_hasher.update(b"a later chunk")
>>> new_hasher.digest()
b'\xffs\xd95>\xa0\xf6Y\xcd\\\r\xb9\x0e"\x9c|\x03<\x84\xd8\x04e\x8f-\xd4\x0eo<\xc9\t f'
>>> new_hasher.hexdigest()
'ff73d9353ea0f659cd5c0db90e229c7c033c84d804658f2dd40e6f3cc9092066'
Performance
Because the sha256 implementation is written in C, it is significantly faster
than an equivalent pure Python implementation. However, when processing large
data chunks, it is approximately 2.5x slower than hashlib.sha256.
Acknowledgements
Thank you to Brad Conte for his public domain implementation of sha256 at https://github.com/B-Con/crypto-algorithms/tree/master.
Project details
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