24_deb_pkg_gov/main.py

import perceval
import os
import yaml
import datetime as dt

import perceval_tasks as pt
import github_api_req as gha
import gh_gsql_req as ghs

def main():
    # we should discuss whether we're using the 93 day window that seems to be widely used or if we want a longer window
    early_cutoff = dt.datetime(2023,10, 11)
    print("Earliest date examined: " + str(early_cutoff))
    #placeholder for now
    manifest = '../kaylea_dissertation/lifecycle/package_metadata/jupyter-notebook_manifest.yaml'
    with open(manifest, 'r') as stream:
        try:
            config = yaml.safe_load(stream)
            #below lines will probably need to be refactored as tasks expand
            vcs_path = config['Upstream_VCS']
            print("------------------")
            print(vcs_path)
            perceval_obj = pt.main(vcs_path, early_cutoff)
            gha_obj = gha.main(vcs_path, early_cutoff)
            #these are the two variables in the denominator of the formality measure
            print("Age of Project: " + str(perceval_obj['age_of_project']))
            print('Contributor Count: ' + str(len(perceval_obj['contributors'])))
            print('Collaborator Count: ' + str(len(perceval_obj['collaborators'])))
            print('Number of Milestones: ' + str(gha_obj['milestone_count']))
            new_mmt = compute_new_mmt(len(perceval_obj['contributors']), len(perceval_obj['collaborators']))
            print('New MMT: ' + str(new_mmt))
            old_mmt = compute_old_mmt(len(perceval_obj['contributors']), len(perceval_obj['collaborators']))
            print('Old MMT: ' + str(old_mmt))
            #new mmt formality score
            new_formality = compute_formality_score(new_mmt, gha_obj['milestone_count'], perceval_obj['age_of_project'])
            print(new_formality)
            # testing out beneath:
            ghs_obj = ghs.main(vcs_path, early_cutoff)
            print(ghs_obj["time_cleaned_comm"])
        except yaml.YAMLOError as err:
            print(err)

#this is Yoshi 2 MMT per van Meijel
def compute_new_mmt(contrib_count, collab_count):
    return (contrib_count + collab_count * 2) / (contrib_count + collab_count)

#this is Yoshi 1 mmt per Tamburri
def compute_old_mmt(contrib_count, collab_count):
    return (contrib_count) / (contrib_count + collab_count)

#formality score
def compute_formality_score(mmt, milestones, lifetime):
    return mmt / (milestones / lifetime)

if __name__ == "__main__":
    main()