Metadata-Version: 1.1
Name: sulekha_holtwinters
Version: 1.5.0
Summary: A Holt Winters implementation Python project on PySpark Dataframe
Home-page: https://github.com/sulekhaaloorravi-python/sulekha_holtwinters
Author: Sulekha Aloorravi
Author-email: sulekha.aloorravi@gmail.com
License: UNKNOWN
Description: Author: Sulekha Aloorravi

        

        Email: sulekha.aloorravi@gmail.com

        

        Package: sulekha_holtwinters

        

        This package is to forecast timeseries on a Spark Dataframe using Holt winters Forecasting model.

        

        URL to test this code: https://github.com/sulekhaaloorravi-python/sulekha_holtwinters/blob/master/test_holtwinters.ipynb

        

        Example to load existing package data:

        

                #import package

                from sulekha_holtwinters.holtwinters import holtwinters as hw

        

                #Pyspark setup

                from pyspark import SparkContext

                from pyspark.sql import SQLContext

                from pyspark.sql import Row, SparkSession

                from pyspark.sql.types import NumericType

                sc = SparkContext.getOrCreate()

                spark = SQLContext(sc)

        

                #Load data available within this package

                import pkg_resources

                DB_FILE = pkg_resources.resource_filename('sulekha_holtwinters', 'data')

                testDF = spark.read.csv(path = DB_FILE, header = True,inferSchema = True)
Keywords: Holt Winters Forecasting Experiment
Platform: UNKNOWN
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Science/Researc
Classifier: Topic :: Scientific/Engineering :: MathematicsLicense :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 2
Classifier: Programming Language :: Python :: 2.7
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.4
Classifier: Programming Language :: Python :: 3.5
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
