def get_boxplot_endpoints(endpoint=None, form=None):
"""
Generates a box plot visualization for the unit test endpoint hits performance results.
:param endpoint: if specified, generate box plot for a specific endpoint, otherwise, generate for all tests
:param form: the form that can be used for showing a subset of the data
:return:
"""
trace = []
with session_scope() as db_session:
if form:
ids = get_travis_builds(db_session, limit=form.get_slider_value())
else:
ids = get_travis_builds(db_session)
if not ids:
return None
for id in ids:
if endpoint:
values = get_endpoint_measurements_job(db_session,
name=endpoint,
job_id=id)
else:
values = get_endpoint_measurements(db_session, suite=id)
trace.append(boxplot(values=values, label='{} -'.format(id)))
layout = get_layout(xaxis={'title': 'Execution time (ms)'},
yaxis={
'title': 'Travis Build',
'autorange': 'reversed'
})
return get_figure(layout=layout, data=trace)
def get_boxplot_tests(form=None):
"""
Generates a box plot visualization for the unit test performance results.
:param form: the form that can be used for showing a subset of the data
:return:
"""
trace = []
with session_scope() as db_session:
if form:
suites = get_test_suites(db_session, limit=form.get_slider_value())
else:
suites = get_test_suites(db_session)
if not suites:
return None
for s in suites:
values = get_suite_measurements(db_session, suite=s)
trace.append(boxplot(values=values, label='{} -'.format(s)))
layout = get_layout(xaxis={'title': 'Execution time (ms)'},
yaxis={
'title': 'Travis Build',
'autorange': 'reversed'
})
return get_figure(layout=layout, data=trace)
def endpoint_graph():
"""
Creates a graph with the execution times per endpoint
:return:
"""
with session_scope() as db_session:
data = get_endpoint_data_grouped(db_session, lambda x: simplify(x, 10))
values = [
boxplot(get_value(data, end.id, default=[]), name=end.name)
for end in get_endpoints(db_session)
]
layout = get_layout(height=350 + 40 * len(values),
xaxis={'title': 'Execution time (ms)'},
margin=get_margin())
return get_figure(layout, values)
def users_graph(id, form):
"""
Return an HTML box plot with a specific number of
:param id: get the data for this endpoint only
:param form: instance of SliderForm
:return:
"""
with session_scope() as db_session:
users = get_users(db_session, id, form.get_slider_value())
times = get_user_data_grouped(db_session, lambda x: simplify(x, 10),
Request.endpoint_id == id)
data = [boxplot(name=u, values=get_value(times, u)) for u in users]
layout = get_layout(height=350 + 40 * len(data),
xaxis={'title': 'Execution time (ms)'},
yaxis={
'type': 'category',
'title': 'User'
})
return get_figure(layout, data)
def versions_graph(db_session, endpoint_id, form):
times = get_version_data_grouped(db_session, lambda x: simplify(x, 10),
Request.endpoint_id == endpoint_id)
first_requests = get_first_requests(db_session, endpoint_id,
form.get_slider_value())
data = [
boxplot(name=format_version(
request.version_requested,
get_value(first_requests, request.version_requested)),
values=get_value(times, request.version_requested),
marker={'color': get_color(request.version_requested)})
for request in first_requests
]
layout = get_layout(height=350 + 40 * len(first_requests),
xaxis={'title': 'Execution time (ms)'},
yaxis={
'type': 'category',
'title': 'Version',
'autorange': 'reversed'
},
margin=get_margin())
return get_figure(layout=layout, data=data)