mlops.hashing package

Submodules

mlops.hashing.hashing module

Contains hashing functions.

mlops.hashing.hashing.get_hash_local(files_to_hash: Collection) → str

Returns the MD5 hex digest string from hashing the content of all the given files on the local filesystem. The files are sorted before hashing so that the process is reproducible.

Parameters

files_to_hash – A collection of paths to files whose contents should be hashed.

Returns

The MD5 hex digest string from hashing the content of all the given files.

mlops.hashing.hashing.get_hash_s3(files_to_hash: Collection) → str

Returns the MD5 hex digest string from hashing the content of all the given files in S3. The files are sorted before hashing so that the process is reproducible.

Parameters

files_to_hash – A collection of paths to files whose contents should be hashed.

Returns

The MD5 hex digest string from hashing the content of all the given files.

Module contents

Contains hash modules.