def get_endpoint_overview(db_session):
"""
:param db_session: session for the database
:return: A list of properties for each endpoint that is found in the database
"""
week_ago = datetime.datetime.utcnow() - datetime.timedelta(days=7)
now_local = to_local_datetime(datetime.datetime.utcnow())
today_local = now_local.replace(hour=0, minute=0, second=0, microsecond=0)
today_utc = to_utc_datetime(today_local)
hits_today = count_requests_group(db_session, Request.time_requested > today_utc)
hits_week = count_requests_group(db_session, Request.time_requested > week_ago)
hits = count_requests_group(db_session)
median_today = get_endpoint_data_grouped(db_session, median, Request.time_requested > today_utc)
median_week = get_endpoint_data_grouped(db_session, median, Request.time_requested > week_ago)
median_overall = get_endpoint_data_grouped(db_session, median)
access_times = get_last_requested(db_session)
return [{
'id': endpoint.id,
'name': endpoint.name,
'monitor': endpoint.monitor_level,
'color': get_color(endpoint.name),
'hits-today': get_value(hits_today, endpoint.id),
'hits-week': get_value(hits_week, endpoint.id),
'hits-overall': get_value(hits, endpoint.id),
'median-today': get_value(median_today, endpoint.id),
'median-week': get_value(median_week, endpoint.id),
'median-overall': get_value(median_overall, endpoint.id),
'last-accessed': get_value(access_times, endpoint.name, default=None)
} for endpoint in get_endpoints(db_session)]
def overview():
week_ago = datetime.datetime.utcnow() - datetime.timedelta(days=7)
now_local = to_local_datetime(datetime.datetime.utcnow())
today_local = now_local.replace(hour=0, minute=0, second=0, microsecond=0)
today_utc = to_utc_datetime(today_local)
result = []
with session_scope() as db_session:
from numpy import median
hits_today = count_requests_group(db_session,
Request.time_requested > today_utc)
hits_week = count_requests_group(db_session,
Request.time_requested > week_ago)
hits = count_requests_group(db_session)
median_today = get_endpoint_data_grouped(
db_session, median, Request.time_requested > today_utc)
median_week = get_endpoint_data_grouped(
db_session, median, Request.time_requested > week_ago)
median = get_endpoint_data_grouped(db_session, median)
access_times = get_last_requested(db_session)
for endpoint in get_endpoints(db_session):
result.append({
'id':
endpoint.id,
'name':
endpoint.name,
'color':
get_color(endpoint.name),
'hits-today':
get_value(hits_today, endpoint.id),
'hits-week':
get_value(hits_week, endpoint.id),
'hits-overall':
get_value(hits, endpoint.id),
'median-today':
get_value(median_today, endpoint.id),
'median-week':
get_value(median_week, endpoint.id),
'median-overall':
get_value(median, endpoint.id),
'last-accessed':
get_value(access_times, endpoint.name, default=None)
})
version = get_details(db_session)['dashboard-version']
return render_template('fmd_dashboard/overview.html',
result=result,
is_admin=is_admin(),
title='Dashboard Overview',
version=version)
def get_endpoint_overview(session):
"""
:param session: session for the database
:return: A list of properties for each endpoint that is found in the database
"""
week_ago = datetime.datetime.utcnow() - datetime.timedelta(days=7)
now_local = to_local_datetime(datetime.datetime.utcnow())
today_local = now_local.replace(hour=0, minute=0, second=0, microsecond=0)
today_utc = to_utc_datetime(today_local)
# First flush last requested info to db
cache.flush_cache()
error_hits_criterion = and_(Request.status_code >= 400, Request.status_code < 600)
hits_today = count_requests_group(session, Request.time_requested > today_utc)
hits_today_errors = count_requests_group(
session, and_(Request.time_requested > today_utc, error_hits_criterion)
)
hits_week = count_requests_group(session, Request.time_requested > week_ago)
hits_week_errors = count_requests_group(
session, and_(Request.time_requested > week_ago, error_hits_criterion)
)
hits = count_requests_group(session)
median_today = get_endpoint_data_grouped(session, median, Request.time_requested > today_utc)
median_week = get_endpoint_data_grouped(session, median, Request.time_requested > week_ago)
median_overall = get_endpoint_data_grouped(session, median)
access_times = get_last_requested(session)
return [
{
'id': endpoint.id,
'name': endpoint.name,
'monitor': endpoint.monitor_level,
'color': get_color(endpoint.name),
'hits-today': get_value(hits_today, endpoint.id),
'hits-today-errors': get_value(hits_today_errors, endpoint.id),
'hits-week': get_value(hits_week, endpoint.id),
'hits-week-errors': get_value(hits_week_errors, endpoint.id),
'hits-overall': get_value(hits, endpoint.id),
'median-today': get_value(median_today, endpoint.id),
'median-week': get_value(median_week, endpoint.id),
'median-overall': get_value(median_overall, endpoint.id),
'last-accessed': get_value(access_times, endpoint.name, default=None),
}
for endpoint in get_endpoints(session)
]
def test_get_endpoint_data_grouped(session, request_1):
data = get_endpoint_data_grouped(session, lambda x: x)
for key, value in data:
if key == request_1.endpoint_id:
assert value == [request_1.duration]
return
assert False, "Shouldn't reach here."
def get_api_performance(db_session, endpoints):
"""
:param db_session: session for the database
:param endpoints: a list of endpoints, encoded by their name
:return: for every endpoint in endpoints, a list with the performance
"""
db_endpoints = [get_endpoint_by_name(db_session, end) for end in endpoints]
data = get_endpoint_data_grouped(db_session, lambda x: simplify(x, 10))
return [
{'name': end.name, 'values': get_value(data, end.id, default=[])} for end in db_endpoints
]
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 test_get_endpoint_data_grouped(self):
with session_scope() as db_session:
self.assertEqual(get_endpoint_data_grouped(db_session, self.median), {1: 12000}.items())
