async def test_validate_attr_DICT_nested_dict_invalid():
with pytest.raises(InvalidAttrException):
await validate_attr(
attr_name='test_validate_attr_DICT',
attr_type=ATTR.KV_DICT(
key=ATTR.STR(), val=ATTR.KV_DICT(key=ATTR.STR(), val=ATTR.INT())
),
attr_val={
'key1': 'value',
'key2': 2,
},
mode='create',
)
async def test_validate_attr_DICT_nested_dict():
dict_attr_val = {
'key1': {'child_key': 1},
'key2': {'child_key': 2},
}
attr_val = await validate_attr(
attr_name='test_validate_attr_DICT',
attr_type=ATTR.KV_DICT(
key=ATTR.STR(), val=ATTR.KV_DICT(key=ATTR.STR(), val=ATTR.INT())
),
attr_val=dict_attr_val,
mode='create',
)
assert attr_val == dict_attr_val
async def test_validate_attr_DICT_None_allow_none(): attr_val = await validate_attr( attr_name='test_validate_attr_DICT', attr_type=ATTR.KV_DICT(key=ATTR.STR(), val=ATTR.INT()), attr_val=None, mode='update', ) assert attr_val == None
async def test_validate_attr_DICT_min_req_max_dict():
attr_val = await validate_attr(
attr_name='test_validate_attr_DICT',
attr_type=ATTR.KV_DICT(key=ATTR.STR(), val=ATTR.INT(), min=3, max=4, req=['key3']),
attr_val={'key1': '4', 'key2': 3, 'key3': 0, 'key4': 5},
mode='create',
)
assert attr_val == {'key1': 4, 'key2': 3, 'key3': 0, 'key4': 5}
async def test_validate_attr_DICT_min_req_max_dict_invalid():
with pytest.raises(InvalidAttrException):
await validate_attr(
attr_name='test_validate_attr_DICT',
attr_type=ATTR.KV_DICT(key=ATTR.STR(), val=ATTR.INT(), min=3, max=4, req=['key3']),
attr_val={'key1': '4', 'key2': 3, 'key3': 0, 'key4': 5, 'key5': 2},
mode='create',
)
async def test_validate_attr_DICT_req_dict():
attr_val = await validate_attr(
attr_name='test_validate_attr_DICT',
attr_type=ATTR.KV_DICT(key=ATTR.STR(), val=ATTR.INT(), req=['key3']),
attr_val={'key1': '4', 'key2': 1, 'key3': 0},
mode='create',
)
assert attr_val == {'key1': 4, 'key2': 1, 'key3': 0}
async def test_validate_attr_DICT_None(): with pytest.raises(InvalidAttrException): await validate_attr( attr_name='test_validate_attr_DICT', attr_type=ATTR.KV_DICT(key=ATTR.STR(), val=ATTR.ANY()), attr_val=None, mode='create', )
async def test_validate_attr_DICT_default_int_allow_none(): attr_type = ATTR.KV_DICT(key=ATTR.STR(), val=ATTR.INT()) attr_type._default = 'test_validate_attr_DICT' attr_val = await validate_attr( attr_name='test_validate_attr_DICT', attr_type=attr_type, attr_val=1, mode='update', ) assert attr_val == None
async def test_validate_attr_DICT_nested_list_dict_invalid():
with pytest.raises(InvalidAttrException):
await validate_attr(
attr_name='test_validate_attr_DICT',
attr_type=ATTR.KV_DICT(key=ATTR.STR(), val=ATTR.LIST(list=[ATTR.INT()])),
attr_val={
'key1': ['a'],
},
mode='create',
)
async def test_validate_doc_allow_update_kv_dict_typed_dict_time_dict_dot_notated():
attrs = {
'shift': ATTR.KV_DICT(
key=ATTR.STR(pattern=r'[0-9]{2}'),
val=ATTR.TYPED_DICT(dict={'start': ATTR.TIME(), 'end': ATTR.TIME()}),
)
}
doc = {'shift.01.start': '09:00'}
await utils.validate_doc(doc=doc, attrs=attrs, mode='update')
assert doc == {'shift.01.start': '09:00'}
async def test_validate_attr_DICT_nested_list_dict():
attr_val = await validate_attr(
attr_name='test_validate_attr_DICT',
attr_type=ATTR.KV_DICT(key=ATTR.STR(), val=ATTR.LIST(list=[ATTR.INT()])),
attr_val={'key1': ['4'], 'key2': [1, '2', 3]},
mode='create',
)
assert attr_val == {
'key1': [4],
'key2': [1, 2, 3],
}
async def test_validate_attr_DICT_simple_dict():
dict_attr_val = {
'key1': 3,
'key2': 2,
}
attr_val = await validate_attr(
attr_name='test_validate_attr_DICT',
attr_type=ATTR.KV_DICT(key=ATTR.STR(), val=ATTR.ANY()),
attr_val=dict_attr_val,
mode='create',
)
assert attr_val == dict_attr_val
async def test_validate_attr_LIST_nested_dict():
attr_val = await validate_attr(
attr_name='test_validate_attr_LIST',
attr_type=ATTR.LIST(
list=[ATTR.KV_DICT(key=ATTR.STR(), val=ATTR.INT())]),
attr_val=[{
'key': 1
}, {
'key': '2'
}],
mode='create',
)
assert attr_val == [{'key': 1}, {'key': 2}]
async def test_validate_attr_LIST_nested_dict_invalid():
with pytest.raises(InvalidAttrException):
await validate_attr(
attr_name='test_validate_attr_LIST',
attr_type=ATTR.LIST(
list=[ATTR.KV_DICT(key=ATTR.STR(), val=ATTR.INT())]),
attr_val=[{
'key': 1
}, {
'key': 'val'
}],
mode='create',
)
class Group(BaseModule):
'''`Group` module provides data type and controller for groups in Nawah eco-system.'''
collection = 'groups'
attrs = {
'user':
ATTR.ID(desc='`_id` of `User` doc the doc belongs to.'),
'name':
ATTR.LOCALE(desc='Name of the groups as `LOCALE`.'),
'desc':
ATTR.LOCALE(
desc=
'Description of the group as `LOCALE`. This can be used for dynamic generated groups that are meant to be exposed to end-users.'
),
'privileges':
ATTR.KV_DICT(
desc='Privileges that any user is a member of the group has.',
key=ATTR.STR(),
val=ATTR.LIST(list=[ATTR.STR()]),
),
'settings':
ATTR.KV_DICT(
desc=
'`Setting` docs to be created, or required for members users when added to the group.',
key=ATTR.STR(),
val=ATTR.ANY(),
),
'create_time':
ATTR.DATETIME(
desc='Python `datetime` ISO format of the doc creation.'),
}
defaults = {
'desc': {locale: ''
for locale in Config.locales},
'privileges': {},
'settings': {},
}
methods = {
'read':
METHOD(permissions=[PERM(privilege='admin')]),
'create':
METHOD(permissions=[PERM(privilege='admin')]),
'update':
METHOD(
permissions=[
PERM(privilege='admin'),
PERM(
privilege='update',
query_mod={'user': '******'},
doc_mod={'privileges': None},
),
],
query_args={'_id': ATTR.ID()},
),
'delete':
METHOD(
permissions=[
PERM(privilege='admin'),
PERM(privilege='delete', query_mod={'user': '******'}),
],
query_args={'_id': ATTR.ID()},
),
}
async def pre_update(self, skip_events, env, query, doc, payload):
# [DOC] Make sure no attrs overwriting would happen
if 'attrs' in doc.keys():
results = await self.read(skip_events=[Event.PERM],
env=env,
query=query)
if not results.args.count:
raise self.exception(status=400,
msg='Group is invalid.',
args={'code': 'INVALID_GROUP'})
if results.args.count > 1:
raise self.exception(
status=400,
msg=
'Updating group attrs can be done only to individual groups.',
args={'code': 'MULTI_ATTRS_UPDATE'},
)
results.args.docs[0]['attrs'].update({
attr: doc['attrs'][attr]
for attr in doc['attrs'].keys()
if doc['attrs'][attr] != None and doc['attrs'][attr] != ''
})
doc['attrs'] = results.args.docs[0]['attrs']
return (skip_events, env, query, doc, payload)
class User(BaseModule):
'''`User` module provides data type and controller for users in Nawah eco-system. The permissions of the module methods are designed to be as secure for exposed calls, and as flexible for privileged-access.'''
collection = 'users'
attrs = {
'name':
ATTR.LOCALE(desc='Name of the user as `LOCALE`.'),
'locale':
ATTR.LOCALES(desc='Default locale of the user.'),
'create_time':
ATTR.DATETIME(
desc='Python `datetime` ISO format of the doc creation.'),
'login_time':
ATTR.DATETIME(desc='Python `datetime` ISO format of the last login.'),
'groups':
ATTR.LIST(
desc='List of `_id` for every group the user is member of.',
list=[ATTR.ID(desc='`_id` of Group doc the user is member of.')],
),
'privileges':
ATTR.KV_DICT(
desc=
'Privileges of the user. These privileges are always available to the user regardless of whether groups user is part of have them or not.',
key=ATTR.STR(),
val=ATTR.LIST(list=[ATTR.STR()]),
),
'status':
ATTR.LITERAL(
desc=
'Status of the user to determine whether user has access to the app or not.',
literal=['active', 'banned', 'deleted', 'disabled_password'],
),
}
defaults = {
'login_time': None,
'status': 'active',
'groups': [],
'privileges': {}
}
unique_attrs = []
methods = {
'read':
METHOD(permissions=[
PERM(privilege='admin'),
PERM(privilege='read', query_mod={'_id': '$__user'}),
]),
'create':
METHOD(permissions=[PERM(privilege='admin')]),
'update':
METHOD(
permissions=[
PERM(privilege='admin', doc_mod={'groups': None}),
PERM(
privilege='update',
query_mod={'_id': '$__user'},
doc_mod={
'groups': None,
'privileges': None
},
),
],
query_args={'_id': ATTR.ID()},
),
'delete':
METHOD(
permissions=[
PERM(privilege='admin'),
PERM(privilege='delete', query_mod={'_id': '$__user'}),
],
query_args={'_id': ATTR.ID()},
),
'read_privileges':
METHOD(
permissions=[
PERM(privilege='admin'),
PERM(privilege='read', query_mod={'_id': '$__user'}),
],
query_args={'_id': ATTR.ID()},
),
'add_group':
METHOD(
permissions=[PERM(privilege='admin')],
query_args={'_id': ATTR.ID()},
doc_args=[{
'group': ATTR.ID()
}, {
'group': ATTR.LIST(list=[ATTR.ID()])
}],
),
'delete_group':
METHOD(
permissions=[PERM(privilege='admin')],
query_args={
'_id': ATTR.ID(),
'group': ATTR.ID()
},
),
'retrieve_file':
METHOD(permissions=[PERM(privilege='__sys')], get_method=True),
'create_file':
METHOD(permissions=[PERM(privilege='__sys')]),
'delete_file':
METHOD(permissions=[PERM(privilege='__sys')]),
}
async def on_read(self, results, skip_events, env, query, doc, payload):
for i in range(len(results['docs'])):
user = results['docs'][i]
for auth_attr in Config.user_attrs.keys():
del user[f'{auth_attr}_hash']
if len(Config.user_doc_settings):
setting_results = await Registry.module('setting').read(
skip_events=[Event.PERM, Event.ARGS],
env=env,
query=[{
'user': user._id,
'var': {
'$in': Config.user_doc_settings
}
}],
)
user_doc_settings = copy.copy(Config.user_doc_settings)
if setting_results.args.count:
for setting_doc in setting_results.args.docs:
user_doc_settings.remove(setting_doc['var'])
user[setting_doc['var']] = setting_doc['val']
# [DOC] Forward-compatibility: If user was created before presence of any user_doc_settings, add them with default value
for setting_attr in user_doc_settings:
user[setting_attr] = Config.user_settings[
setting_attr].default
# [DOC] Set NAWAH_VALUES.NONE_VALUE to None if it was default
if user[setting_attr] == NAWAH_VALUES.NONE_VALUE:
user[setting_attr] = None
return (results, skip_events, env, query, doc, payload)
async def pre_create(self, skip_events, env, query, doc, payload):
if Event.ARGS not in skip_events:
doc['groups'] = [ObjectId('f00000000000000000000013')]
user_settings = {}
for attr in Config.user_settings.keys():
if Config.user_settings[attr].type == 'user_sys':
user_settings[attr] = copy.deepcopy(
Config.user_settings[attr].default)
else:
if attr in doc.keys():
try:
await validate_attr(
mode='create',
attr_name=attr,
attr_type=Config.user_settings[attr].val_type,
attr_val=doc[attr],
)
user_settings[attr] = doc[attr]
except:
raise self.exception(
status=400,
msg=
f'Invalid settings attr \'{attr}\' for \'create\' request on module \'CORE_USER\'',
args={'code': 'INVALID_ATTR'},
)
else:
if Config.user_settings[
attr].default == NAWAH_VALUES.NONE_VALUE:
raise self.exception(
status=400,
msg=
f'Missing settings attr \'{attr}\' for \'create\' request on module \'CORE_USER\'',
args={'code': 'MISSING_ATTR'},
)
else:
user_settings[attr] = copy.deepcopy(
Config.user_settings[attr].default)
payload['user_settings'] = user_settings
return (skip_events, env, query, doc, payload)
async def on_create(self, results, skip_events, env, query, doc, payload):
if 'user_settings' in payload.keys():
for setting in payload['user_settings'].keys():
setting_results = await Registry.module('setting').create(
skip_events=[Event.PERM, Event.ARGS],
env=env,
doc={
'user':
results['docs'][0]._id,
'var':
setting,
'val_type':
encode_attr_type(
attr_type=Config.user_settings[setting].val_type),
'val':
payload['user_settings'][setting],
'type':
Config.user_settings[setting].type,
},
)
if setting_results.status != 200:
return setting_results
return (results, skip_events, env, query, doc, payload)
async def read_privileges(self, skip_events=[], env={}, query=[], doc={}):
# [DOC] Confirm _id is valid
results = await self.read(skip_events=[Event.PERM],
env=env,
query=[{
'_id': query['_id'][0]
}])
if not results.args.count:
raise self.exception(status=400,
msg='User is invalid.',
args={'code': 'INVALID_USER'})
user = results.args.docs[0]
for group in user.groups:
group_results = await Registry.module('group').read(
skip_events=[Event.PERM], env=env, query=[{
'_id': group
}])
group = group_results.args.docs[0]
for privilege in group.privileges.keys():
if privilege not in user.privileges.keys():
user.privileges[privilege] = []
for i in range(len(group.privileges[privilege])):
if group.privileges[privilege][i] not in user.privileges[
privilege]:
user.privileges[privilege].append(
group.privileges[privilege][i])
return results
async def add_group(self, skip_events=[], env={}, query=[], doc={}):
# [DOC] Check for list group attr
if type(doc['group']) == list:
for i in range(0, len(doc['group']) - 1):
await self.add_group(
skip_events=skip_events,
env=env,
query=query,
doc={'group': doc['group'][i]},
)
doc['group'] = doc['group'][-1]
# [DOC] Confirm all basic args are provided
doc['group'] = ObjectId(doc['group'])
# [DOC] Confirm group is valid
results = await Registry.module('group').read(skip_events=[Event.PERM],
env=env,
query=[{
'_id':
doc['group']
}])
if not results.args.count:
raise self.exception(status=400,
msg='Group is invalid.',
args={'code': 'INVALID_GROUP'})
# [DOC] Get user details
results = await self.read(skip_events=[Event.PERM],
env=env,
query=query)
if not results.args.count:
raise self.exception(status=400,
msg='User is invalid.',
args={'code': 'INVALID_USER'})
user = results.args.docs[0]
# [DOC] Confirm group was not added before
if doc['group'] in user.groups:
raise self.exception(
status=400,
msg='User is already a member of the group.',
args={'code': 'GROUP_ADDED'},
)
user.groups.append(doc['group'])
# [DOC] Update the user
results = await self.update(skip_events=[Event.PERM],
env=env,
query=query,
doc={'groups': user.groups})
# [DOC] if update fails, return update results
if results.status != 200:
return results
# [DOC] Check if the updated User doc belongs to current session and update it
if env['session'].user._id == user._id:
user_results = await self.read_privileges(skip_events=[Event.PERM],
env=env,
query=[{
'_id': user._id
}])
env['session']['user'] = user_results.args.docs[0]
return results
async def delete_group(self, skip_events=[], env={}, query=[], doc={}):
# [DOC] Confirm group is valid
results = await Registry.module('group').read(skip_events=[Event.PERM],
env=env,
query=[{
'_id':
query['group'][0]
}])
if not results.args.count:
raise self.exception(status=400,
msg='Group is invalid.',
args={'code': 'INVALID_GROUP'})
# [DOC] Get user details
results = await self.read(skip_events=[Event.PERM],
env=env,
query=[{
'_id': query['_id'][0]
}])
if not results.args.count:
raise self.exception(status=400,
msg='User is invalid.',
args={'code': 'INVALID_USER'})
user = results.args.docs[0]
# [DOC] Confirm group was not added before
if query['group'][0] not in user.groups:
raise self.exception(
status=400,
msg='User is not a member of the group.',
args={'code': 'GROUP_NOT_ADDED'},
)
# [DOC] Update the user
results = await self.update(
skip_events=[Event.PERM],
env=env,
query=[{
'_id': query['_id'][0]
}],
doc={'groups': {
'$del_val': [query['group'][0]]
}},
)
# [DOC] if update fails, return update results
if results.status != 200:
return results
# [DOC] Check if the updated User doc belongs to current session and update it
if env['session'].user._id == user._id:
user_results = await self.read_privileges(skip_events=[Event.PERM],
env=env,
query=[{
'_id': user._id
}])
env['session']['user'] = user_results.args.docs[0]
return results
config = PACKAGE_CONFIG(
api_level='1.0',
version='1.0.0',
gateways={
'mailgun_messages': mailgun_messages_gateway,
'mailgun_newsletters': mailgun_newsletters_gateway,
},
vars_types={
'mailgun':
ATTR.TYPED_DICT(
dict={
'key':
ATTR.STR(),
'newsletters':
ATTR.KV_DICT(key=ATTR.STR(), val=ATTR.STR()),
'senders':
ATTR.KV_DICT(
key=ATTR.STR(),
val=ATTR.TYPED_DICT(
dict={
'uri':
ATTR.URI_WEB(allowed_domains=['api.mailgun.net'],
strict=True),
'sender_name':
ATTR.STR(),
'sender_email':
ATTR.EMAIL(),
}),
),
})
def test_generate_attr_KV_DICT_no_args():
attr_val = utils.generate_attr(
attr_type=ATTR.KV_DICT(key=ATTR.STR(), val=ATTR.INT()))
assert len(attr_val.keys()) == 0
def test_generate_attr_KV_DICT_key_LITERAL():
attr_val = utils.generate_attr(attr_type=ATTR.KV_DICT(
key=ATTR.LITERAL(literal=['foo', 'bar']), val=ATTR.INT(), min=2))
assert len(attr_val.keys()) == 2
assert set(attr_val.keys()) == {'foo', 'bar'}
def test_generate_attr_KV_DICT_min():
attr_val = utils.generate_attr(
attr_type=ATTR.KV_DICT(key=ATTR.STR(), val=ATTR.INT(), min=2))
assert len(attr_val.keys()) == 2
assert set(type(k) for k in attr_val.keys()) == {str}
assert set(type(v) for v in attr_val.values()) == {int}
class Diff(BaseModule):
'''`Diff` module provides data type and controller for `Diff Workflow`. It is meant for use by internal calls only.'''
collection = 'diff'
attrs = {
'user': ATTR.ID(desc='`_id` of `User` doc the doc belongs to.'),
'module': ATTR.STR(desc='Name of the module the original doc is part of.'),
'doc': ATTR.ID(desc='`_id` of the original doc.'),
'vars': ATTR.KV_DICT(
desc='Key-value `dict` containing all attrs that have been updated from the original doc.',
key=ATTR.STR(),
val=ATTR.ANY(),
),
'remarks': ATTR.STR(
desc='Human-readable remarks of the doc. This is introduced to allow developers to add log messages to diff docs.'
),
'create_time': ATTR.DATETIME(
desc='Python `datetime` ISO format of the doc creation.'
),
}
defaults = {'doc': None, 'remarks': ''}
methods = {
'read': METHOD(permissions=[PERM(privilege='read')]),
'create': METHOD(permissions=[PERM(privilege='__sys')]),
'delete': METHOD(permissions=[PERM(privilege='delete')]),
}
async def pre_create(self, skip_events, env, query, doc, payload):
# [DOC] format Doc Oper with prefixed underscores to avoid data errors
doc = self.format_doc_oper(doc=doc)
# [DOC] Detect non-_id update query:
if '_id' not in query:
results = await Registry.module(doc['module']).read(
skip_events=[Event.PERM], env=env, query=query
)
if results.args.count > 1:
query.append({'_id': {'$in': [doc._id for doc in results.args.docs]}})
elif results.args.count == 1:
query.append({'_id': results.args.docs[0]._id})
else:
raise self.exception(
status=400, msg='No update docs matched.', args={'code': 'NO_MATCH'}
)
if '_id' in query and type(query['_id'][0]) == list:
for i in range(len(query['_id'][0]) - 1):
self.create(
skip_events=[Event.PERM],
env=env,
query=[{'_id': query['_id'][0][i]}],
doc=doc,
)
query['_id'][0] = query['_id'][0][-1]
doc['doc'] = ObjectId(query['_id'][0])
return (skip_events, env, query, doc, payload)
def format_doc_oper(self, *, doc: NAWAH_DOC):
shadow_doc: NAWAH_DOC = {}
for attr in doc.keys():
if attr[0] == '$':
shadow_doc[f'__{attr}'] = doc[attr]
elif type(doc[attr]) == dict:
shadow_doc[attr] = self.format_doc_oper(doc=doc[attr])
else:
shadow_doc[attr] = doc[attr]
return shadow_doc
class Analytic(BaseModule):
'''`Analytic` module provides data type and controller from `Analytics Workflow` and accompanying analytics docs. It uses `pre_create` handler to assure no events duplications occur and all occurrences of the same event are recorded in one doc.'''
collection = 'analytics'
attrs = {
'user':
ATTR.ID(desc='`_id` of `User` doc the doc belongs to.'),
'event':
ATTR.STR(desc='Analytics event name.'),
'subevent':
ATTR.ANY(
desc=
'Analytics subevent distinguishing attribute. This is usually `STR`, or `ID` but it is introduced in the module as `ANY` to allow wider use-cases by developers.'
),
'date':
ATTR.DATE(
desc=
'Analytics event date. This allows clustering of events occupancies to limit doc size.'
),
'occurrences':
ATTR.LIST(
desc='All occurrences of the event as list.',
list=[
ATTR.TYPED_DICT(
desc='Single occurrence of the event details.',
dict={
'args':
ATTR.KV_DICT(
desc=
'Key-value `dict` containing event args, if any.',
key=ATTR.STR(),
val=ATTR.ANY(),
),
'score':
ATTR.INT(
desc='Numerical score for occurrence of the event.'
),
'create_time':
ATTR.DATETIME(
desc=
'Python `datetime` ISO format of the occurrence of the event.'
),
},
)
],
),
'score':
ATTR.INT(
desc=
'Total score of all scores of all occurrences of the event. This can be used for data analysis.'
),
}
unique_attrs = [('user', 'event', 'subevent', 'date')]
methods = {
'read':
METHOD(permissions=[PERM(privilege='read')]),
'create':
METHOD(
permissions=[PERM(privilege='__sys')],
doc_args={
'event': ATTR.STR(),
'subevent': ATTR.ANY(),
'args': ATTR.KV_DICT(key=ATTR.STR(), val=ATTR.ANY()),
},
),
'update':
METHOD(permissions=[PERM(privilege='__sys')]),
'delete':
METHOD(permissions=[PERM(privilege='delete')]),
}
async def pre_create(self, skip_events, env, query, doc, payload):
analytic_results = await self.read(
skip_events=[Event.PERM],
env=env,
query=[
{
'user': env['session'].user._id,
'event': doc['event'],
'subevent': doc['subevent'],
'date': datetime.date.today().isoformat(),
},
{
'$limit': 1
},
],
)
if analytic_results.args.count:
analytic_results = await self.update(
skip_events=[Event.PERM],
env=env,
query=[{
'_id': analytic_results.args.docs[0]._id
}],
doc={
'occurrences': {
'$append': {
'args': doc['args'],
'score':
doc['score'] if 'score' in doc.keys() else 0,
'create_time':
datetime.datetime.utcnow().isoformat(),
}
},
'score': {
'$add': doc['score'] if 'score' in doc.keys() else 0
},
},
)
if analytic_results.status == 200:
return (skip_events, env, query, doc, {
'__results': analytic_results
})
else:
raise self.exception(
status=analytic_results.status,
msg=analytic_results.msg,
args=analytic_results.args,
)
else:
doc = {
'event':
doc['event'],
'subevent':
doc['subevent'],
'date':
datetime.date.today().isoformat(),
'occurrences': [{
'args':
doc['args'],
'score':
doc['score'] if 'score' in doc.keys() else 0,
'create_time':
datetime.datetime.utcnow().isoformat(),
}],
'score':
doc['score'] if 'score' in doc.keys() else 0,
}
return (skip_events, env, query, doc, payload)
