gdayf.handlers.sparkhandler Namespace Reference

Define all objects, functions and structures related to executing actions or activities over spark.ai framework. More...

Classes
class	sparkHandler

Functions
def	generate_commands_parameters (each_model, model_command)
	auxiliary function (procedure) to generate model and train chain paramters to execute models Modify model_command and train_command String to complete for eval() More...
def	get_tolerance (columns, objective_column, tolerance=0.0)
	Auxiliary function to get the level of tolerance for regression analysis. More...

Detailed Description

Define all objects, functions and structures related to executing actions or activities over spark.ai framework.

Main class sparkHandler. Lets us execute analysis, make prediction and execute multi-packet operations structures on format [(Analysis_results.json, normalization_sets.json) ] Analysis_results.json could contain executions models for various different model or parameters

Function Documentation

generate_commands_parameters()

def gdayf.handlers.sparkhandler.generate_commands_parameters	(		each_model,
			model_command
	)

auxiliary function (procedure) to generate model and train chain paramters to execute models Modify model_command and train_command String to complete for eval()

Parameters

each_model	object pointer
model_command	String with model command definition base structure

Definition at line 1337 of file sparkhandler.py.

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get_tolerance()

def gdayf.handlers.sparkhandler.get_tolerance	(		columns,
			objective_column,
			tolerance = 0.0
	)

Auxiliary function to get the level of tolerance for regression analysis.

Parameters

columns	list() of OrderedDict() [{Column description}]
objective_column	String Column Objective
tolerance	float [0.0, 1.0] (optional) or config tolerance Dict Structure

Returns

float value for tolerance

Definition at line 1351 of file sparkhandler.py.

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