def test_query_completed_date(self):
domain = 'test-completed-{}'.format(self.test_id)
early = datetime.datetime(2015, 12, 5)
later = datetime.datetime(2015, 12, 8)
self._ship_forms_to_es(
2 * [TestFormMetadata(domain=domain, time_end=early)] +
1 * [TestFormMetadata(domain=domain, time_end=later)])
base_qs = FormES().domain(domain)
self.assertEqual(3, base_qs.run().total)
# test gt/gte
self.assertEqual(
3,
base_qs.completed(gt=early -
datetime.timedelta(days=1)).run().total)
self.assertEqual(3, base_qs.completed(gte=early).run().total)
self.assertEqual(1, base_qs.completed(gt=early).run().total)
self.assertEqual(1, base_qs.completed(gte=later).run().total)
self.assertEqual(0, base_qs.completed(gt=later).run().total)
# test lt/lte
self.assertEqual(
3,
base_qs.completed(lt=later +
datetime.timedelta(days=1)).run().total)
self.assertEqual(3, base_qs.completed(lte=later).run().total)
self.assertEqual(2, base_qs.completed(lt=later).run().total)
self.assertEqual(2, base_qs.completed(lte=early).run().total)
self.assertEqual(0, base_qs.completed(lt=early).run().total)
# test both
self.assertEqual(0, base_qs.completed(gt=early, lt=later).run().total)
def get_all_user_ids_submitted(domain, app_ids=None):
query = FormES().domain(domain).aggregation(TermsAggregation("user_id", "form.meta.userID")).size(0)
if app_ids:
query = query.app(app_ids)
return query.run().aggregations.user_id.buckets_dict.keys()
def _get_form_counts_by_user(domain, datespan, is_submission_time, user_ids=None):
form_query = FormES().domain(domain).filter(filters.NOT(xmlns_filter(SYSTEM_FORM_XMLNS)))
if is_submission_time:
form_query = form_query.submitted(gte=datespan.startdate.date(), lte=datespan.enddate.date())
else:
form_query = form_query.completed(gte=datespan.startdate.date(), lte=datespan.enddate.date())
if user_ids:
form_query = form_query.user_id(user_ids)
form_query = form_query.user_aggregation().size(0)
return form_query.run().aggregations.user.counts_by_bucket()
def get_last_submission_time_for_user(domain, user_id, datespan):
form_query = FormES() \
.domain(domain) \
.user_id([user_id]) \
.completed(gte=datespan.startdate.date(), lte=datespan.enddate.date()) \
.sort("form.meta.timeEnd", desc=True) \
.size(1)
results = form_query.run().hits
def convert_to_date(date):
return string_to_datetime(date).date() if date else None
return convert_to_date(results[0]['form']['meta']['timeEnd'] if results else None)
def _get_form_counts_by_user(domain, datespan, is_submission_time):
form_query = FormES().domain(domain)
if is_submission_time:
form_query = (form_query
.submitted(gte=datespan.startdate.date(),
lte=datespan.enddate.date()))
else:
form_query = (form_query
.completed(gte=datespan.startdate.date(),
lte=datespan.enddate.date()))
form_query = (form_query
.user_aggregation()
.size(1))
return form_query.run().aggregations.user.counts_by_bucket()
def _get_form_counts_by_user(domain, datespan, is_submission_time, user_ids=None):
form_query = FormES().domain(domain).filter(filters.NOT(xmlns_filter(SYSTEM_FORM_XMLNS)))
if is_submission_time:
form_query = (form_query
.submitted(gte=datespan.startdate.date(),
lte=datespan.enddate.date()))
else:
form_query = (form_query
.completed(gte=datespan.startdate.date(),
lte=datespan.enddate.date()))
if user_ids:
form_query = form_query.user_id(user_ids)
form_query = (form_query
.user_aggregation()
.size(0))
return form_query.run().aggregations.user.counts_by_bucket()
def _get_form_counts_by_user(domain,
datespan,
is_submission_time,
user_ids=None,
export=False):
es_instance = ES_EXPORT_INSTANCE if export else ES_DEFAULT_INSTANCE
form_query = FormES(es_instance_alias=es_instance).domain(domain)
for xmlns in SYSTEM_FORM_XMLNS_MAP.keys():
form_query = form_query.filter(filters.NOT(xmlns_filter(xmlns)))
if is_submission_time:
form_query = (form_query.submitted(gte=datespan.startdate.date(),
lte=datespan.enddate.date()))
else:
form_query = (form_query.completed(gte=datespan.startdate.date(),
lte=datespan.enddate.date()))
if user_ids:
form_query = form_query.user_id(user_ids)
form_query = (form_query.user_aggregation().size(0))
return form_query.run().aggregations.user.counts_by_bucket()
def _get_form_counts_by_user(domain, datespan, is_submission_time, user_ids=None, export=False):
es_instance = ES_EXPORT_INSTANCE if export else ES_DEFAULT_INSTANCE
form_query = FormES(es_instance_alias=es_instance).domain(domain)
for xmlns in SYSTEM_FORM_XMLNS_MAP.keys():
form_query = form_query.filter(filters.NOT(xmlns_filter(xmlns)))
if is_submission_time:
form_query = (form_query
.submitted(gte=datespan.startdate.date(),
lte=datespan.enddate.date()))
else:
form_query = (form_query
.completed(gte=datespan.startdate.date(),
lte=datespan.enddate.date()))
if user_ids:
form_query = form_query.user_id(user_ids)
form_query = (form_query
.user_aggregation()
.size(0))
return form_query.run().aggregations.user.counts_by_bucket()
def _get_form_counts_by_date(domain, user_ids, datespan, timezone, is_submission_time):
form_query = FormES().domain(domain).user_id(user_ids).filter(filters.NOT(xmlns_filter(SYSTEM_FORM_XMLNS)))
if is_submission_time:
form_query = form_query.submitted(
gte=datespan.startdate.date(), lte=datespan.enddate.date()
).submitted_histogram(timezone.zone)
else:
form_query = form_query.completed(
gte=datespan.startdate.date(), lte=datespan.enddate.date()
).completed_histogram(timezone.zone)
form_query = form_query.size(0)
results = form_query.run().aggregations.date_histogram.buckets_list
# Convert timestamp into timezone aware dateime. Must divide timestamp by 1000 since python's
# fromtimestamp takes a timestamp in seconds, whereas elasticsearch's timestamp is in milliseconds
results = map(
lambda result: (datetime.fromtimestamp(result.key / 1000).date().isoformat(), result.doc_count), results
)
return dict(results)
def test_query_completed_date(self):
domain = 'test-completed-{}'.format(self.test_id)
early = datetime.datetime(2015, 12, 5)
later = datetime.datetime(2015, 12, 8)
self._ship_forms_to_es(
2 * [TestFormMetadata(domain=domain, time_end=early)] +
1 * [TestFormMetadata(domain=domain, time_end=later)]
)
base_qs = FormES().domain(domain)
self.assertEqual(3, base_qs.run().total)
# test gt/gte
self.assertEqual(3, base_qs.completed(gt=early - datetime.timedelta(days=1)).run().total)
self.assertEqual(3, base_qs.completed(gte=early).run().total)
self.assertEqual(1, base_qs.completed(gt=early).run().total)
self.assertEqual(1, base_qs.completed(gte=later).run().total)
self.assertEqual(0, base_qs.completed(gt=later).run().total)
# test lt/lte
self.assertEqual(3, base_qs.completed(lt=later + datetime.timedelta(days=1)).run().total)
self.assertEqual(3, base_qs.completed(lte=later).run().total)
self.assertEqual(2, base_qs.completed(lt=later).run().total)
self.assertEqual(2, base_qs.completed(lte=early).run().total)
self.assertEqual(0, base_qs.completed(lt=early).run().total)
# test both
self.assertEqual(0, base_qs.completed(gt=early, lt=later).run().total)
def get_last_form_submission_for_xmlns(domain, xmlns):
query = FormES().domain(domain).xmlns(xmlns).sort("received_on", desc=True).size(1)
if query.run().hits:
return query.run().hits[0]
return None