def get_product_ttm(prid, **kwargs):
try:
context, passed = app.request_metric('sum-passed-product-executions', prid=prid, **kwargs)
_, activity = app.request_metric('sum-product-activity', prid=prid, **kwargs)
kwargs['max'] = context['size']
kwargs['begin'] = context['begin']
kwargs['end'] = context['end']
_, total = app.request_metric('sum-passed-executions', **kwargs)
res = [(a + (p / float(t))) / 2.0 if t else 0 for p, a, t in zip(passed, activity, total)]
return context, res
except (EnvironmentError, AttributeError) as e:
raise APIError(e.message)
def get_product_cost(prid, **kwargs):
try:
kwargs['max'] = 0
context, devs = app.request_metric('sum-product-developers', prid=prid, **kwargs)
kwargs['max'] = context['size']
kwargs['begin'] = context['begin']
kwargs['end'] = context['end']
context, commits = app.request_metric('sum-product-commits', prid=prid, **kwargs)
pairs = list(dropwhile(lambda x: x[1] == 0, zip(devs, commits)))
pairs = list(dropwhile(lambda x: x[1] == 0, reversed(pairs)))
res = [cost(nd, nc) for nd, nc in pairs]
return context, [sum(res)]
except (EnvironmentError, AttributeError) as e:
raise APIError(e.message)
def get_product_health(prid, **kwargs):
try:
context, buildtime = app.request_metric('sum-product-buildtime', prid=prid, **kwargs)
_, brokentime = app.request_metric('sum-product-brokentime', prid=prid, **kwargs)
_, timetofix = app.request_metric('avg-product-timetofix', prid=prid, **kwargs)
health = 0
if buildtime and brokentime and timetofix:
base_health = (timetofix[0] + brokentime[0]) / buildtime[0] if buildtime[0] else 10000.0
base_health = min(10000.0, base_health)
base_health = max(0.0, base_health / 10000.0)
health = 1.0 - base_health
return context, [health]
except (EnvironmentError, AttributeError) as e:
raise APIError(e.message)
def calculate_member_quality(uid, **kwargs):
def __process_row():
return [__calc_quality(s, rm) for s, rm in zip(sr, rm_activity)]
try:
repo_ctx, repositories = app.request_view('member-repositories', uid=uid, **kwargs)
repositories = map(lambda x: x['id'], repositories)
repo_success_rate = map(lambda x: app.request_metric('sum-repository-success-rate', rid=x, **kwargs),
repositories)
context = repo_success_rate[0][0]
repo_success_rate = map(lambda x: x[1], repo_success_rate)
repo_member_activity = map(
lambda x: app.request_metric('sum-member-activity-in-repository', uid=uid, rid=x, **kwargs)[1],
repositories)
res = [__process_row() for sr, rm_activity in zip(repo_success_rate, repo_member_activity)]
res = [sum(t) / len(t) for t in zip(*res)]
return context, res
except (EnvironmentError, AttributeError) as e:
raise APIError(e.message)
