%reload_extpidgin%pidginmarkdowntestconventions

Testinganddocumentationarecriticalfeaturesinreusableopensourcesoftware.Thesebestpracticesevolvedfromtheneedforcommunitydevelopmentofsoftwareforpeopletoreadandwrite.Generationsofopensourcesoftwarehaveestablishedidiomsandstyleguidestoenablesoftwaredevelopmentataglobalscale.Accesstoresuablesoftwareisblendingwithmodernsciencewhichsharesasimilarglobalambitiontosolveincreasingcomplex,multi-objectiveengineeringproblems.Modernscientistsaretransitioningtoagenerationwherenotebooksarecommoncurrency.Notebooksareevolvingpastamediumforpersonalinsighttoassetsforcommunitiesinnovation.Notebooksarebecomingextrapersonalobjectstoscientiststhatevaluatedproceduralunitsofthoughtascomputationalideas.Inaway,notebooksareamodernhypothesisandscientistsmustbecomecomfortablewithsharingthemquicker.Unfortunately,manynewnotebookauthorslackconventionsforsharingnotebookswithacommunity.Thistalkwillpresenttacticsfromliterateprogrammingtocreatereadable,reusable,andreproduciblenotebooks.Thesenotebookauthoringpracticespromoteimproveddocumentationandunittesting.

classTest(__import__('unittest').TestCase):deftestLitAF(Test):importlitafassertlitaf.LiterateProgrammingdeftestImports(Test):importreferencesfromlitaf.utilsimportstyleassertreferences,style

if__name__=='__main__':        !jupyternbconvert--tomarkdownreadme.ipynb%pidgin--offmarkdown