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Mirror of Apache Mahout

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Make a v1 release package

The testing PR establishes `pytest`. Let's establish a workflow to prevent regressions on future merges.

testing
infra

* research if/how these are implemented in each backend * research the different methodologies to assess scope - enumerate strategies e.g. Basis, Amplitude, etc - document constraints e.g. whole-dataset vs...

qumat

(andrew): [https://issues.apache.org/jira/projects/MAHOUT/issues/MAHOUT-220](https://issues.apache.org/jira/projects/MAHOUT/issues/MAHOUT-2202?filter=allopenissues)4 mahout-website mahout-classic mahout-samsara mahout-qumat

infra

### Purpose of PR default has been changed to f32, so the bits result would be 32*2=64 solution: Make the test not init the executor to default, instead init to...

1. move benchmark to /qdp-python/benchmark 2. design a more robust `pyproject.toml` and make install benchmark related packages more robust. 3. document the usage. discussion: https://github.com/apache/mahout/pull/732#discussion_r2625366184

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