Weibull Distribution

The Weibull distribution is one of the distribution functions implemented for the generator. When used inside of the Generator class, the Weibull class will generate a numpy array. This array contains a set of data that includes the timestamps within the time period specified by the user (e.g. 15-minute incremented timestamps starting at 12:00am on Monday, March 12 and running for 14 days), and the array of generated byte count values.

Required Parameters:

• Business_Hours
• Work_Hour_Start
• Days
• Scale
• Shape
• Start_Date
• Low_Max
• High_Max

The source code for the Weibull Distribution can be found here:

Generator/resources/weibull.py

Sample Code

my_config = GeneratorConfig()

my_config.set_func_type = "weibull"

my_generator = Generator(my_config)

Methods

• get_array(int maximum, int increments): internal function used to generate Poisson arrays.
• generate(): returns a Numpy array with timestamps and byte count columns. called automatically by the Generator.