72 lines
3.6 KiB
Python
72 lines
3.6 KiB
Python
import perceval
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import os
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import yaml
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import datetime as dt
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import perceval_tasks as pt
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import github_api_req as gha
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import gh_gsql_req as ghs
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def main():
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# we should discuss whether we're using the 93 day window that seems to be widely used or if we want a longer window
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early_cutoff = dt.datetime(2023,10, 11)
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print("Earliest date examined: " + str(early_cutoff))
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largest_object = {}
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#manifest = '../kaylea_dissertation/lifecycle/package_metadata/jupyter-notebook_manifest.yaml'
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directory='../kaylea_dissertation/lifecycle/package_metadata/'
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for filename in os.listdir(directory):
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f = os.path.join(directory, filename)
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# checking if it is a file
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if os.path.isfile(f):
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print(f)
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get_everything(f, largest_object, early_cutoff)
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#remove this and it should just run? for the most part at least I think
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break
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print(largest_object.keys())
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def get_everything(manifest_path, largest_object, early_cutoff):
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with open(manifest_path, 'r') as stream:
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try:
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config = yaml.safe_load(stream)
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#below lines will probably need to be refactored as tasks expand
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vcs_path = config['Upstream_VCS']
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#print("------------------")
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#print(vcs_path)
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repo_path = vcs_path[0]
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largest_object[repo_path] = {}
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largest_object[repo_path]["perceval_obj"] = pt.main(vcs_path, early_cutoff)
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largest_object[repo_path]["gha_obj"] = gha.main(vcs_path, early_cutoff)
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#these are the two variables in the denominator of the formality measure
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#print("Age of Project: " + str(largest_object[repo_path]["perceval_obj"]['age_of_project']))
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#print('Contributor Count: ' + str(len(largest_object[repo_path]["perceval_obj"]['contributors'])))
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#print('Collaborator Count: ' + str(len(largest_object[repo_path]["perceval_obj"]['collaborators'])))
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#print('Number of Milestones: ' + str(largest_object[repo_path]["gha_obj"]['milestone_count']))
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largest_object[repo_path]['new_mmt'] = compute_new_mmt(len(largest_object[repo_path]["perceval_obj"]['contributors']), len(largest_object[repo_path]["perceval_obj"]['collaborators']))
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#print('New MMT: ' + str(largest_object[repo_path]['new_mmt']))
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largest_object[repo_path]['old_mmt'] = compute_old_mmt(len(largest_object[repo_path]["perceval_obj"]['contributors']), len(largest_object[repo_path]["perceval_obj"]['collaborators']))
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#print('Old MMT: ' + str(largest_object[repo_path]['old_mmt']))
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#new mmt formality score
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largest_object[repo_path]['new_formality'] = compute_formality_score(largest_object[repo_path]['new_mmt'], largest_object[repo_path]["gha_obj"]['milestone_count'], largest_object[repo_path]["perceval_obj"]['age_of_project'])
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print(largest_object[repo_path]['new_formality'])
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# testing out beneath:
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largest_object[repo_path]['ghs_obj'] = ghs.main(vcs_path, early_cutoff)
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#print(ghs_obj["time_cleaned_comm"])
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except yaml.YAMLOError as err:
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print(err)
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print("----------------------")
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#this is Yoshi 2 MMT per van Meijel
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def compute_new_mmt(contrib_count, collab_count):
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return (contrib_count + collab_count * 2) / (contrib_count + collab_count)
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#this is Yoshi 1 mmt per Tamburri
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def compute_old_mmt(contrib_count, collab_count):
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return (contrib_count) / (contrib_count + collab_count)
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#formality score
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def compute_formality_score(mmt, milestones, lifetime):
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return mmt / (milestones / lifetime)
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if __name__ == "__main__":
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main() |