emodpy.analyzers.population_analyzer module

class emodpy.analyzers.population_analyzer.PopulationAnalyzer(name='idm')

Bases: idmtools.entities.ianalyzer.IAnalyzer

initialize()

Call once after the analyzer has been added to the AnalyzeManager.

Add everything depending on the working directory or unique ID here instead of in __init__.

map(data: Any, item: idmtools.core.interfaces.iitem.IItem) → Any

In parallel for each simulation/work item, consume raw data from filenames and emit selected data.

Parameters

• data – A dictionary associating filename with content for simulation data.

• item – IItem object that the passed data is associated with.

Returns

Selected data for the given simulation/work item.

reduce(all_data: dict) → Any

Combine the map() data for a set of items into an aggregate result.

Parameters

all_data – A dictionary with entries for the item ID and selected data.