mrjob
murmurhash
| mrjob | murmurhash | |
|---|---|---|
| 1 | 2 | |
| 2,609 | 42 | |
| 0.0% | - | |
| 0.0 | 5.0 | |
| about 1 year ago | 6 months ago | |
| Python | C++ | |
| Apache License 2.0 | MIT License |
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For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
mrjob
murmurhash
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Is anyone using PyPy for real work?
If you have very large dicts, you might find this hash table I wrote for spaCy helpful: https://github.com/explosion/preshed . You need to key the data with 64-bit keys. We use this wrapper around murmurhash for it: https://github.com/explosion/murmurhash
There's no docs so obviously this might not be for you. But the software does work, and is efficient. It's been executed many many millions of times now.
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Data Ingestion - Build Your Own "Map Reduce"?
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).
What are some alternatives?
Apache Spark - Apache Spark - A unified analytics engine for large-scale data processing
mmh3 - Python extension for MurmurHash (MurmurHash3), a set of fast and robust hash functions.
luigi - Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.
preshed - 💥 Cython hash tables that assume keys are pre-hashed
dumbo - Python module that allows one to easily write and run Hadoop programs.
python-mysql-replication - Pure Python Implementation of MySQL replication protocol build on top of PyMYSQL
dpark - Python clone of Spark, a MapReduce alike framework in Python
sparc-curation - code and files for SPARC curation workflows
streamparse - Run Python in Apache Storm topologies. Pythonic API, CLI tooling, and a topology DSL.
psycopg2cffi - Port to cffi with some speed improvements
py-spy - Sampling profiler for Python programs
MurMurHash - This little tool is to calculate a MurmurHash value of a favicon to hunt phishing websites on the Shodan platform.