Data Ingestion - Build Your Own "Map Reduce"?

This page summarizes the projects mentioned and recommended in the original post on dev.to

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  • mrjob

    Run MapReduce jobs on Hadoop or Amazon Web Services

  • Mrjob

  • mmh3

    Python extension for MurmurHash (MurmurHash3), a set of fast and robust hash functions.

  • Some notes: We don't need Sha256 and not evey base64; nothing will happen if keys will not distribute very equally. we could take MMH3; googling "python murmurhash" gives 2 interesting results; and since both use the same cpp code, let's take the one with most stars Other options would be to simply do (% NUM_SHARDS) or even shift right (however must have shards count == power of 2).

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    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

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  • murmurhash

    šŸ’„ Cython bindings for MurmurHash2 (by explosion)

  • Some notes: We don't need Sha256 and not evey base64; nothing will happen if keys will not distribute very equally. we could take MMH3; googling "python murmurhash" gives 2 interesting results; and since both use the same cpp code, let's take the one with most stars Other options would be to simply do (% NUM_SHARDS) or even shift right (however must have shards count == power of 2).

  • py-spy

    Sampling profiler for Python programs

  • Q: Are we sure about it? A: we could use py-spy and see.

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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