ilum 6.5.0

Ilum job python API

Ilum Job API Python Package

This package provides an interface for interacting with Ilum's Job API using Python. With this package, you can create your own interactive spark job.

Installation

Use pip to install the ilum-job-api package:

pip install ilum

Usage

Here's a simple example of how to use it:

from ilum.api import IlumJob
from random import random
from operator import add


class SparkPiInteractiveExample(IlumJob):

    def run(self, spark, config):
        partitions = int(config.get('partitions', '5'))
        n = 100000 * partitions

        def f(_: int) -> float:
            x = random() * 2 - 1
            y = random() * 2 - 1
            return 1 if x ** 2 + y ** 2 <= 1 else 0

        count = spark.sparkContext.parallelize(range(1, n + 1), partitions).map(f).reduce(add)

        return "Pi is roughly %f" % (4.0 * count / n)

For more detailed usage instructions, see our Documentation and API Reference.

License

This project is licensed under the terms of the Apache License 2.0.

Contact

If you have any issues or feature requests, please create an idea on our board. For general questions or discussions, post a question here.