python/pyspark/mllib/__init__.py

#
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"""
RDD-based machine learning APIs for Python (in maintenance mode).

The `pyspark.mllib` package is in maintenance mode as of the Spark 2.0.0 release to encourage
migration to the DataFrame-based APIs under the `pyspark.ml` package.
"""
# MLlib currently needs NumPy 1.4+, so complain if lower

import numpy

ver = [int(x) for x in numpy.version.version.split(".")[:2]]
if ver < [1, 4]:
    raise RuntimeError("MLlib requires NumPy 1.4+")

__all__ = [
    "classification",
    "clustering",
    "feature",
    "fpm",
    "linalg",
    "random",
    "recommendation",
    "regression",
    "stat",
    "tree",
    "util",
]