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d9a09cb6f497e8ccdf9de40f4b8ebd6b96a1c43a
113
py
Python
lib/variables/latent_variables/__init__.py
joelouismarino/variational_rl
11dc14bfb56f3ebbfccd5de206b78712a8039a9a
[ "MIT" ]
15
2020-10-20T22:09:36.000Z
2021-12-24T13:40:36.000Z
lib/variables/latent_variables/__init__.py
joelouismarino/variational_rl
11dc14bfb56f3ebbfccd5de206b78712a8039a9a
[ "MIT" ]
null
null
null
lib/variables/latent_variables/__init__.py
joelouismarino/variational_rl
11dc14bfb56f3ebbfccd5de206b78712a8039a9a
[ "MIT" ]
1
2020-10-23T19:48:06.000Z
2020-10-23T19:48:06.000Z
from .fully_connected import FullyConnectedLatentVariable from .convolutional import ConvolutionalLatentVariable
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d9e4389915d24f650fdb65abd21f0125dba8ab5c
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py
Python
keystone/tests/unit/test_v3_assignment.py
crowdy/keystone
1e7ecca881a51144d61ae8026e1a77d6669997e2
[ "Apache-2.0" ]
null
null
null
keystone/tests/unit/test_v3_assignment.py
crowdy/keystone
1e7ecca881a51144d61ae8026e1a77d6669997e2
[ "Apache-2.0" ]
4
2021-10-05T12:01:08.000Z
2021-10-10T07:06:33.000Z
keystone/tests/unit/test_v3_assignment.py
crowdy/keystone
1e7ecca881a51144d61ae8026e1a77d6669997e2
[ "Apache-2.0" ]
null
null
null
# Licensed under the Apache License, Version 2.0 (the "License"); you may # not use this file except in compliance with the License. You may obtain # a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, WITHOUT # WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the # License for the specific language governing permissions and limitations # under the License. import datetime import random import uuid import freezegun import http.client from testtools import matchers from keystone.common import provider_api import keystone.conf from keystone import exception from keystone.resource.backends import base as resource_base from keystone.tests import unit from keystone.tests.unit import test_v3 CONF = keystone.conf.CONF PROVIDERS = provider_api.ProviderAPIs class SystemRoleAssignmentMixin(object): def _create_new_role(self): """Create a role available for use anywhere and return the ID.""" ref = unit.new_role_ref() response = self.post('/roles', body={'role': ref}) # We only really need the role ID, so omit the rest of the response and # return the ID of the role we just created. return response.json_body['role']['id'] def _create_group(self): body = { 'group': { 'domain_id': self.domain_id, 'name': uuid.uuid4().hex } } response = self.post('/groups/', body=body) return response.json_body['group'] def _create_user(self): body = { 'user': { 'domain_id': self.domain_id, 'name': uuid.uuid4().hex } } response = self.post('/users/', body=body) return response.json_body['user'] class AssignmentTestCase(test_v3.RestfulTestCase, test_v3.AssignmentTestMixin, SystemRoleAssignmentMixin): """Test roles and role assignments.""" def setUp(self): super(AssignmentTestCase, self).setUp() self.group = unit.new_group_ref(domain_id=self.domain_id) self.group = PROVIDERS.identity_api.create_group(self.group) self.group_id = self.group['id'] # Role CRUD tests def test_create_role(self): """Call ``POST /roles``.""" ref = unit.new_role_ref() r = self.post( '/roles', body={'role': ref}) return self.assertValidRoleResponse(r, ref) def test_create_role_bad_request(self): """Call ``POST /roles``.""" self.post('/roles', body={'role': {}}, expected_status=http.client.BAD_REQUEST) def test_list_head_roles(self): """Call ``GET & HEAD /roles``.""" resource_url = '/roles' r = self.get(resource_url) self.assertValidRoleListResponse(r, ref=self.role, resource_url=resource_url) self.head(resource_url, expected_status=http.client.OK) def test_get_head_role(self): """Call ``GET & HEAD /roles/{role_id}``.""" resource_url = '/roles/%(role_id)s' % { 'role_id': self.role_id} r = self.get(resource_url) self.assertValidRoleResponse(r, self.role) self.head(resource_url, expected_status=http.client.OK) def test_update_role(self): """Call ``PATCH /roles/{role_id}``.""" ref = unit.new_role_ref() del ref['id'] r = self.patch('/roles/%(role_id)s' % { 'role_id': self.role_id}, body={'role': ref}) self.assertValidRoleResponse(r, ref) def test_delete_role(self): """Call ``DELETE /roles/{role_id}``.""" self.delete('/roles/%(role_id)s' % { 'role_id': self.role_id}) # Role Grants tests def test_crud_user_project_role_grants(self): role = unit.new_role_ref() PROVIDERS.role_api.create_role(role['id'], role) collection_url = ( '/projects/%(project_id)s/users/%(user_id)s/roles' % { 'project_id': self.project['id'], 'user_id': self.user['id']}) member_url = '%(collection_url)s/%(role_id)s' % { 'collection_url': collection_url, 'role_id': role['id']} # There is a role assignment for self.user on self.project r = self.get(collection_url) self.assertValidRoleListResponse(r, ref=self.role, expected_length=1) self.put(member_url) self.head(member_url) self.get(member_url, expected_status=http.client.NO_CONTENT) r = self.get(collection_url) self.assertValidRoleListResponse(r, ref=role, resource_url=collection_url, expected_length=2) self.head(collection_url, expected_status=http.client.OK) self.delete(member_url) r = self.get(collection_url) self.assertValidRoleListResponse(r, ref=self.role, expected_length=1) self.assertIn(collection_url, r.result['links']['self']) self.head(collection_url, expected_status=http.client.OK) def test_crud_user_project_role_grants_no_user(self): """Grant role on a project to a user that doesn't exist. When grant a role on a project to a user that doesn't exist, the server returns Not Found for the user. """ user_id = uuid.uuid4().hex collection_url = ( '/projects/%(project_id)s/users/%(user_id)s/roles' % { 'project_id': self.project['id'], 'user_id': user_id}) member_url = '%(collection_url)s/%(role_id)s' % { 'collection_url': collection_url, 'role_id': self.role_id} self.put(member_url, expected_status=http.client.NOT_FOUND) self.head(member_url, expected_status=http.client.NOT_FOUND) self.get(member_url, expected_status=http.client.NOT_FOUND) def test_crud_user_domain_role_grants(self): time = datetime.datetime.utcnow() with freezegun.freeze_time(time) as frozen_datetime: collection_url = ( '/domains/%(domain_id)s/users/%(user_id)s/roles' % { 'domain_id': self.domain_id, 'user_id': self.user['id']}) member_url = '%(collection_url)s/%(role_id)s' % { 'collection_url': collection_url, 'role_id': self.role_id} self.put(member_url) self.head(member_url) self.get(member_url, expected_status=http.client.NO_CONTENT) r = self.get(collection_url) self.assertValidRoleListResponse(r, ref=self.role, resource_url=collection_url) self.head(collection_url, expected_status=http.client.OK) self.delete(member_url) # NOTE(lbragstad): Make sure we wait a second before we ask for the # roles. This ensures the token we use isn't considered revoked # because it was issued within the same second as a revocation # event. frozen_datetime.tick(delta=datetime.timedelta(seconds=1)) r = self.get(collection_url) self.assertValidRoleListResponse(r, expected_length=0, resource_url=collection_url) self.head(collection_url, expected_status=http.client.OK) def test_crud_user_domain_role_grants_no_user(self): """Grant role on a domain to a user that doesn't exist. When grant a role on a domain to a user that doesn't exist, the server returns 404 Not Found for the user. """ user_id = uuid.uuid4().hex collection_url = ( '/domains/%(domain_id)s/users/%(user_id)s/roles' % { 'domain_id': self.domain_id, 'user_id': user_id}) member_url = '%(collection_url)s/%(role_id)s' % { 'collection_url': collection_url, 'role_id': self.role_id} self.put(member_url, expected_status=http.client.NOT_FOUND) self.head(member_url, expected_status=http.client.NOT_FOUND) self.get(member_url, expected_status=http.client.NOT_FOUND) def test_crud_group_project_role_grants(self): time = datetime.datetime.utcnow() with freezegun.freeze_time(time) as frozen_datetime: collection_url = ( '/projects/%(project_id)s/groups/%(group_id)s/roles' % { 'project_id': self.project_id, 'group_id': self.group_id}) member_url = '%(collection_url)s/%(role_id)s' % { 'collection_url': collection_url, 'role_id': self.role_id} self.put(member_url) self.head(member_url) self.get(member_url, expected_status=http.client.NO_CONTENT) r = self.get(collection_url) self.assertValidRoleListResponse(r, ref=self.role, resource_url=collection_url) self.head(collection_url, expected_status=http.client.OK) self.delete(member_url) # NOTE(lbragstad): Make sure we wait a second before we ask for the # roles. This ensures the token we use isn't considered revoked # because it was issued within the same second as a revocation # event. frozen_datetime.tick(delta=datetime.timedelta(seconds=1)) r = self.get(collection_url) self.assertValidRoleListResponse(r, expected_length=0, resource_url=collection_url) self.head(collection_url, expected_status=http.client.OK) def test_crud_group_project_role_grants_no_group(self): """Grant role on a project to a group that doesn't exist. When grant a role on a project to a group that doesn't exist, the server returns 404 Not Found for the group. """ group_id = uuid.uuid4().hex collection_url = ( '/projects/%(project_id)s/groups/%(group_id)s/roles' % { 'project_id': self.project_id, 'group_id': group_id}) member_url = '%(collection_url)s/%(role_id)s' % { 'collection_url': collection_url, 'role_id': self.role_id} self.put(member_url, expected_status=http.client.NOT_FOUND) self.head(member_url, expected_status=http.client.NOT_FOUND) self.get(member_url, expected_status=http.client.NOT_FOUND) def test_crud_group_domain_role_grants(self): time = datetime.datetime.utcnow() with freezegun.freeze_time(time) as frozen_datetime: collection_url = ( '/domains/%(domain_id)s/groups/%(group_id)s/roles' % { 'domain_id': self.domain_id, 'group_id': self.group_id}) member_url = '%(collection_url)s/%(role_id)s' % { 'collection_url': collection_url, 'role_id': self.role_id} self.put(member_url) self.head(member_url) self.get(member_url, expected_status=http.client.NO_CONTENT) r = self.get(collection_url) self.assertValidRoleListResponse(r, ref=self.role, resource_url=collection_url) self.head(collection_url, expected_status=http.client.OK) self.delete(member_url) # NOTE(lbragstad): Make sure we wait a second before we ask for the # roles. This ensures the token we use isn't considered revoked # because it was issued within the same second as a revocation # event. frozen_datetime.tick(delta=datetime.timedelta(seconds=1)) r = self.get(collection_url) self.assertValidRoleListResponse(r, expected_length=0, resource_url=collection_url) self.head(collection_url, expected_status=http.client.OK) def test_crud_group_domain_role_grants_no_group(self): """Grant role on a domain to a group that doesn't exist. When grant a role on a domain to a group that doesn't exist, the server returns 404 Not Found for the group. """ group_id = uuid.uuid4().hex collection_url = ( '/domains/%(domain_id)s/groups/%(group_id)s/roles' % { 'domain_id': self.domain_id, 'group_id': group_id}) member_url = '%(collection_url)s/%(role_id)s' % { 'collection_url': collection_url, 'role_id': self.role_id} self.put(member_url, expected_status=http.client.NOT_FOUND) self.head(member_url, expected_status=http.client.NOT_FOUND) self.get(member_url, expected_status=http.client.NOT_FOUND) def _create_new_user_and_assign_role_on_project(self): """Create a new user and assign user a role on a project.""" # Create a new user new_user = unit.new_user_ref(domain_id=self.domain_id) user_ref = PROVIDERS.identity_api.create_user(new_user) # Assign the user a role on the project collection_url = ( '/projects/%(project_id)s/users/%(user_id)s/roles' % { 'project_id': self.project_id, 'user_id': user_ref['id']}) member_url = ('%(collection_url)s/%(role_id)s' % { 'collection_url': collection_url, 'role_id': self.role_id}) self.put(member_url) # Check the user has the role assigned self.head(member_url) self.get(member_url, expected_status=http.client.NO_CONTENT) return member_url, user_ref def test_delete_user_before_removing_role_assignment_succeeds(self): """Call ``DELETE`` on the user before the role assignment.""" member_url, user = self._create_new_user_and_assign_role_on_project() # Delete the user from identity backend PROVIDERS.identity_api.driver.delete_user(user['id']) # Clean up the role assignment self.delete(member_url) # Make sure the role is gone self.head(member_url, expected_status=http.client.NOT_FOUND) def test_delete_group_before_removing_role_assignment_succeeds(self): # Disable the cache so that we perform a fresh check of the identity # backend when attempting to remove the role assignment. self.config_fixture.config(group='cache', enabled=False) # Create a new group group = unit.new_group_ref(domain_id=self.domain_id) group_ref = PROVIDERS.identity_api.create_group(group) # Assign the user a role on the project collection_url = ( '/projects/%(project_id)s/groups/%(group_id)s/roles' % { 'project_id': self.project_id, 'group_id': group_ref['id']}) member_url = ('%(collection_url)s/%(role_id)s' % { 'collection_url': collection_url, 'role_id': self.role_id}) self.put(member_url) # Check the user has the role assigned self.head(member_url) self.get(member_url, expected_status=http.client.NO_CONTENT) # Simulate removing the group via LDAP by directly removing it from the # identity backend. PROVIDERS.identity_api.driver.delete_group(group_ref['id']) # Ensure we can clean up the role assignment even though the group # doesn't exist self.delete(member_url) def test_delete_user_before_removing_system_assignments_succeeds(self): system_role = self._create_new_role() user = self._create_user() path = ( '/system/users/%(user_id)s/roles/%(role_id)s' % {'user_id': user['id'], 'role_id': system_role} ) self.put(path) response = self.get('/role_assignments') number_of_assignments = len(response.json_body['role_assignments']) path = '/users/%(user_id)s' % {'user_id': user['id']} self.delete(path) # The user with the system role assignment is a new user and only has # one role on the system. We should expect one less role assignment in # the list. response = self.get('/role_assignments') self.assertValidRoleAssignmentListResponse( response, expected_length=number_of_assignments - 1 ) def test_delete_user_and_check_role_assignment_fails(self): """Call ``DELETE`` on the user and check the role assignment.""" member_url, user = self._create_new_user_and_assign_role_on_project() # Delete the user from identity backend PROVIDERS.identity_api.delete_user(user['id']) # We should get a 404 Not Found when looking for the user in the # identity backend because we're not performing a delete operation on # the role. self.head(member_url, expected_status=http.client.NOT_FOUND) def test_token_revoked_once_group_role_grant_revoked(self): """Test token invalid when direct & indirect role on user is revoked. When a role granted to a group is revoked for a given scope, and user direct role is revoked, then tokens created by user will be invalid. """ time = datetime.datetime.utcnow() with freezegun.freeze_time(time) as frozen_datetime: # creates grant from group on project. PROVIDERS.assignment_api.create_grant( role_id=self.role['id'], project_id=self.project['id'], group_id=self.group['id'] ) # adds user to the group. PROVIDERS.identity_api.add_user_to_group( user_id=self.user['id'], group_id=self.group['id'] ) # creates a token for the user auth_body = self.build_authentication_request( user_id=self.user['id'], password=self.user['password'], project_id=self.project['id']) token_resp = self.post('/auth/tokens', body=auth_body) token = token_resp.headers.get('x-subject-token') # validates the returned token; it should be valid. self.head('/auth/tokens', headers={'x-subject-token': token}, expected_status=http.client.OK) frozen_datetime.tick(delta=datetime.timedelta(seconds=1)) # revokes the grant from group on project. PROVIDERS.assignment_api.delete_grant( role_id=self.role['id'], project_id=self.project['id'], group_id=self.group['id']) # revokes the direct role form user on project PROVIDERS.assignment_api.delete_grant( role_id=self.role['id'], project_id=self.project['id'], user_id=self.user['id'] ) frozen_datetime.tick(delta=datetime.timedelta(seconds=1)) # validates the same token again; it should not longer be valid. self.head('/auth/tokens', token=token, expected_status=http.client.UNAUTHORIZED) def test_delete_group_before_removing_system_assignments_succeeds(self): system_role = self._create_new_role() group = self._create_group() path = ( '/system/groups/%(group_id)s/roles/%(role_id)s' % {'group_id': group['id'], 'role_id': system_role} ) self.put(path) response = self.get('/role_assignments') number_of_assignments = len(response.json_body['role_assignments']) path = '/groups/%(group_id)s' % {'group_id': group['id']} self.delete(path) # The group with the system role assignment is a new group and only has # one role on the system. We should expect one less role assignment in # the list. response = self.get('/role_assignments') self.assertValidRoleAssignmentListResponse( response, expected_length=number_of_assignments - 1 ) @unit.skip_if_cache_disabled('assignment') def test_delete_grant_from_user_and_project_invalidate_cache(self): # create a new project new_project = unit.new_project_ref(domain_id=self.domain_id) PROVIDERS.resource_api.create_project(new_project['id'], new_project) collection_url = ( '/projects/%(project_id)s/users/%(user_id)s/roles' % { 'project_id': new_project['id'], 'user_id': self.user['id']}) member_url = '%(collection_url)s/%(role_id)s' % { 'collection_url': collection_url, 'role_id': self.role_id} # create the user a grant on the new project self.put(member_url) # check the grant that was just created self.head(member_url) self.get(member_url, expected_status=http.client.NO_CONTENT) resp = self.get(collection_url) self.assertValidRoleListResponse(resp, ref=self.role, resource_url=collection_url) # delete the grant self.delete(member_url) # get the collection and ensure there are no roles on the project resp = self.get(collection_url) self.assertListEqual(resp.json_body['roles'], []) @unit.skip_if_cache_disabled('assignment') def test_delete_grant_from_user_and_domain_invalidates_cache(self): # create a new domain new_domain = unit.new_domain_ref() PROVIDERS.resource_api.create_domain(new_domain['id'], new_domain) collection_url = ( '/domains/%(domain_id)s/users/%(user_id)s/roles' % { 'domain_id': new_domain['id'], 'user_id': self.user['id']}) member_url = '%(collection_url)s/%(role_id)s' % { 'collection_url': collection_url, 'role_id': self.role_id} # create the user a grant on the new domain self.put(member_url) # check the grant that was just created self.head(member_url) self.get(member_url, expected_status=http.client.NO_CONTENT) resp = self.get(collection_url) self.assertValidRoleListResponse(resp, ref=self.role, resource_url=collection_url) # delete the grant self.delete(member_url) # get the collection and ensure there are no roles on the domain resp = self.get(collection_url) self.assertListEqual(resp.json_body['roles'], []) @unit.skip_if_cache_disabled('assignment') def test_delete_grant_from_group_and_project_invalidates_cache(self): # create a new project new_project = unit.new_project_ref(domain_id=self.domain_id) PROVIDERS.resource_api.create_project(new_project['id'], new_project) collection_url = ( '/projects/%(project_id)s/groups/%(group_id)s/roles' % { 'project_id': new_project['id'], 'group_id': self.group['id']}) member_url = '%(collection_url)s/%(role_id)s' % { 'collection_url': collection_url, 'role_id': self.role_id} # create the group a grant on the new project self.put(member_url) # check the grant that was just created self.head(member_url) self.get(member_url, expected_status=http.client.NO_CONTENT) resp = self.get(collection_url) self.assertValidRoleListResponse(resp, ref=self.role, resource_url=collection_url) # delete the grant self.delete(member_url) # get the collection and ensure there are no roles on the project resp = self.get(collection_url) self.assertListEqual(resp.json_body['roles'], []) @unit.skip_if_cache_disabled('assignment') def test_delete_grant_from_group_and_domain_invalidates_cache(self): # create a new domain new_domain = unit.new_domain_ref() PROVIDERS.resource_api.create_domain(new_domain['id'], new_domain) collection_url = ( '/domains/%(domain_id)s/groups/%(group_id)s/roles' % { 'domain_id': new_domain['id'], 'group_id': self.group['id']}) member_url = '%(collection_url)s/%(role_id)s' % { 'collection_url': collection_url, 'role_id': self.role_id} # create the group a grant on the new domain self.put(member_url) # check the grant that was just created self.head(member_url) self.get(member_url, expected_status=http.client.NO_CONTENT) resp = self.get(collection_url) self.assertValidRoleListResponse(resp, ref=self.role, resource_url=collection_url) # delete the grant self.delete(member_url) # get the collection and ensure there are no roles on the domain resp = self.get(collection_url) self.assertListEqual(resp.json_body['roles'], []) # Role Assignments tests def test_get_head_role_assignments(self): """Call ``GET & HEAD /role_assignments``. The sample data set up already has a user, group and project that is part of self.domain. We use these plus a new user we create as our data set, making sure we ignore any role assignments that are already in existence. Since we don't yet support a first class entity for role assignments, we are only testing the LIST API. To create and delete the role assignments we use the old grant APIs. Test Plan: - Create extra user for tests - Get a list of all existing role assignments - Add a new assignment for each of the four combinations, i.e. group+domain, user+domain, group+project, user+project, using the same role each time - Get a new list of all role assignments, checking these four new ones have been added - Then delete the four we added - Get a new list of all role assignments, checking the four have been removed """ time = datetime.datetime.utcnow() with freezegun.freeze_time(time) as frozen_datetime: # Since the default fixtures already assign some roles to the # user it creates, we also need a new user that will not have any # existing assignments user1 = unit.new_user_ref(domain_id=self.domain['id']) user1 = PROVIDERS.identity_api.create_user(user1) role = unit.new_role_ref() PROVIDERS.role_api.create_role(role['id'], role) collection_url = '/role_assignments' r = self.get(collection_url) self.assertValidRoleAssignmentListResponse( r, resource_url=collection_url) self.head(collection_url, expected_status=http.client.OK) existing_assignments = len(r.result.get('role_assignments')) # Now add one of each of the four types of assignment, making sure # that we get them all back. gd_entity = self.build_role_assignment_entity( domain_id=self.domain_id, group_id=self.group_id, role_id=role['id']) self.put(gd_entity['links']['assignment']) r = self.get(collection_url) self.assertValidRoleAssignmentListResponse( r, expected_length=existing_assignments + 1, resource_url=collection_url) self.assertRoleAssignmentInListResponse(r, gd_entity) self.head(collection_url, expected_status=http.client.OK) ud_entity = self.build_role_assignment_entity( domain_id=self.domain_id, user_id=user1['id'], role_id=role['id']) self.put(ud_entity['links']['assignment']) r = self.get(collection_url) self.assertValidRoleAssignmentListResponse( r, expected_length=existing_assignments + 2, resource_url=collection_url) self.assertRoleAssignmentInListResponse(r, ud_entity) self.head(collection_url, expected_status=http.client.OK) gp_entity = self.build_role_assignment_entity( project_id=self.project_id, group_id=self.group_id, role_id=role['id']) self.put(gp_entity['links']['assignment']) r = self.get(collection_url) self.assertValidRoleAssignmentListResponse( r, expected_length=existing_assignments + 3, resource_url=collection_url) self.assertRoleAssignmentInListResponse(r, gp_entity) self.head(collection_url, expected_status=http.client.OK) up_entity = self.build_role_assignment_entity( project_id=self.project_id, user_id=user1['id'], role_id=role['id']) self.put(up_entity['links']['assignment']) r = self.get(collection_url) self.assertValidRoleAssignmentListResponse( r, expected_length=existing_assignments + 4, resource_url=collection_url) self.assertRoleAssignmentInListResponse(r, up_entity) self.head(collection_url, expected_status=http.client.OK) # Now delete the four we added and make sure they are removed # from the collection. self.delete(gd_entity['links']['assignment']) self.delete(ud_entity['links']['assignment']) self.delete(gp_entity['links']['assignment']) self.delete(up_entity['links']['assignment']) frozen_datetime.tick(delta=datetime.timedelta(seconds=1)) r = self.get(collection_url) self.assertValidRoleAssignmentListResponse( r, expected_length=existing_assignments, resource_url=collection_url) self.assertRoleAssignmentNotInListResponse(r, gd_entity) self.assertRoleAssignmentNotInListResponse(r, ud_entity) self.assertRoleAssignmentNotInListResponse(r, gp_entity) self.assertRoleAssignmentNotInListResponse(r, up_entity) self.head(collection_url, expected_status=http.client.OK) def test_get_effective_role_assignments(self): """Call ``GET /role_assignments?effective``. Test Plan: - Create two extra user for tests - Add these users to a group - Add a role assignment for the group on a domain - Get a list of all role assignments, checking one has been added - Then get a list of all effective role assignments - the group assignment should have turned into assignments on the domain for each of the group members. """ user1 = unit.create_user(PROVIDERS.identity_api, domain_id=self.domain['id']) user2 = unit.create_user(PROVIDERS.identity_api, domain_id=self.domain['id']) PROVIDERS.identity_api.add_user_to_group(user1['id'], self.group['id']) PROVIDERS.identity_api.add_user_to_group(user2['id'], self.group['id']) collection_url = '/role_assignments' r = self.get(collection_url) self.assertValidRoleAssignmentListResponse(r, resource_url=collection_url) existing_assignments = len(r.result.get('role_assignments')) gd_entity = self.build_role_assignment_entity(domain_id=self.domain_id, group_id=self.group_id, role_id=self.role_id) self.put(gd_entity['links']['assignment']) r = self.get(collection_url) self.assertValidRoleAssignmentListResponse( r, expected_length=existing_assignments + 1, resource_url=collection_url) self.assertRoleAssignmentInListResponse(r, gd_entity) # Now re-read the collection asking for effective roles - this # should mean the group assignment is translated into the two # member user assignments collection_url = '/role_assignments?effective' r = self.get(collection_url) self.assertValidRoleAssignmentListResponse( r, expected_length=existing_assignments + 2, resource_url=collection_url) ud_entity = self.build_role_assignment_entity( link=gd_entity['links']['assignment'], domain_id=self.domain_id, user_id=user1['id'], role_id=self.role_id) self.assertRoleAssignmentInListResponse(r, ud_entity) ud_entity = self.build_role_assignment_entity( link=gd_entity['links']['assignment'], domain_id=self.domain_id, user_id=user2['id'], role_id=self.role_id) self.assertRoleAssignmentInListResponse(r, ud_entity) def test_check_effective_values_for_role_assignments(self): """Call ``GET & HEAD /role_assignments?effective=value``. Check the various ways of specifying the 'effective' query parameter. If the 'effective' query parameter is included then this should always be treated as meaning 'True' unless it is specified as: {url}?effective=0 This is by design to match the agreed way of handling policy checking on query/filter parameters. Test Plan: - Create two extra user for tests - Add these users to a group - Add a role assignment for the group on a domain - Get a list of all role assignments, checking one has been added - Then issue various request with different ways of defining the 'effective' query parameter. As we have tested the correctness of the data coming back when we get effective roles in other tests, here we just use the count of entities to know if we are getting effective roles or not """ user1 = unit.create_user(PROVIDERS.identity_api, domain_id=self.domain['id']) user2 = unit.create_user(PROVIDERS.identity_api, domain_id=self.domain['id']) PROVIDERS.identity_api.add_user_to_group(user1['id'], self.group['id']) PROVIDERS.identity_api.add_user_to_group(user2['id'], self.group['id']) collection_url = '/role_assignments' r = self.get(collection_url, expected_status=http.client.OK) self.head(collection_url, expected_status=http.client.OK) self.assertValidRoleAssignmentListResponse(r, resource_url=collection_url) existing_assignments = len(r.result.get('role_assignments')) gd_entity = self.build_role_assignment_entity(domain_id=self.domain_id, group_id=self.group_id, role_id=self.role_id) self.put(gd_entity['links']['assignment']) r = self.get(collection_url, expected_status=http.client.OK) self.head(collection_url, expected_status=http.client.OK) self.assertValidRoleAssignmentListResponse( r, expected_length=existing_assignments + 1, resource_url=collection_url) self.assertRoleAssignmentInListResponse(r, gd_entity) # Now re-read the collection asking for effective roles, # using the most common way of defining "effective'. This # should mean the group assignment is translated into the two # member user assignments collection_url = '/role_assignments?effective' r = self.get(collection_url, expected_status=http.client.OK) self.head(collection_url, expected_status=http.client.OK) self.assertValidRoleAssignmentListResponse( r, expected_length=existing_assignments + 2, resource_url=collection_url) # Now set 'effective' to false explicitly - should get # back the regular roles collection_url = '/role_assignments?effective=0' r = self.get(collection_url, expected_status=http.client.OK) self.head(collection_url, expected_status=http.client.OK) self.assertValidRoleAssignmentListResponse( r, expected_length=existing_assignments + 1, resource_url=collection_url) # Now try setting 'effective' to 'False' explicitly- this is # NOT supported as a way of setting a query or filter # parameter to false by design. Hence we should get back # effective roles. collection_url = '/role_assignments?effective=False' r = self.get(collection_url, expected_status=http.client.OK) self.head(collection_url, expected_status=http.client.OK) self.assertValidRoleAssignmentListResponse( r, expected_length=existing_assignments + 2, resource_url=collection_url) # Now set 'effective' to True explicitly collection_url = '/role_assignments?effective=True' r = self.get(collection_url, expected_status=http.client.OK) self.head(collection_url, expected_status=http.client.OK) self.assertValidRoleAssignmentListResponse( r, expected_length=existing_assignments + 2, resource_url=collection_url) def test_filtered_role_assignments(self): """Call ``GET /role_assignments?filters``. Test Plan: - Create extra users, group, role and project for tests - Make the following assignments: Give group1, role1 on project1 and domain Give user1, role2 on project1 and domain Make User1 a member of Group1 - Test a series of single filter list calls, checking that the correct results are obtained - Test a multi-filtered list call - Test listing all effective roles for a given user - Test the equivalent of the list of roles in a project scoped token (all effective roles for a user on a project) """ # Since the default fixtures already assign some roles to the # user it creates, we also need a new user that will not have any # existing assignments user1 = unit.create_user(PROVIDERS.identity_api, domain_id=self.domain['id']) user2 = unit.create_user(PROVIDERS.identity_api, domain_id=self.domain['id']) group1 = unit.new_group_ref(domain_id=self.domain['id']) group1 = PROVIDERS.identity_api.create_group(group1) PROVIDERS.identity_api.add_user_to_group(user1['id'], group1['id']) PROVIDERS.identity_api.add_user_to_group(user2['id'], group1['id']) project1 = unit.new_project_ref(domain_id=self.domain['id']) PROVIDERS.resource_api.create_project(project1['id'], project1) self.role1 = unit.new_role_ref() PROVIDERS.role_api.create_role(self.role1['id'], self.role1) self.role2 = unit.new_role_ref() PROVIDERS.role_api.create_role(self.role2['id'], self.role2) # Now add one of each of the six types of assignment gd_entity = self.build_role_assignment_entity( domain_id=self.domain_id, group_id=group1['id'], role_id=self.role1['id']) self.put(gd_entity['links']['assignment']) ud_entity = self.build_role_assignment_entity(domain_id=self.domain_id, user_id=user1['id'], role_id=self.role2['id']) self.put(ud_entity['links']['assignment']) gp_entity = self.build_role_assignment_entity( project_id=project1['id'], group_id=group1['id'], role_id=self.role1['id']) self.put(gp_entity['links']['assignment']) up_entity = self.build_role_assignment_entity( project_id=project1['id'], user_id=user1['id'], role_id=self.role2['id']) self.put(up_entity['links']['assignment']) gs_entity = self.build_role_assignment_entity( system='all', group_id=group1['id'], role_id=self.role1['id']) self.put(gs_entity['links']['assignment']) us_entity = self.build_role_assignment_entity( system='all', user_id=user1['id'], role_id=self.role2['id']) self.put(us_entity['links']['assignment']) us2_entity = self.build_role_assignment_entity( system='all', user_id=user2['id'], role_id=self.role2['id']) self.put(us2_entity['links']['assignment']) # Now list by various filters to make sure we get back the right ones collection_url = ('/role_assignments?scope.project.id=%s' % project1['id']) r = self.get(collection_url, expected_status=http.client.OK) self.head(collection_url, expected_status=http.client.OK) self.assertValidRoleAssignmentListResponse(r, expected_length=2, resource_url=collection_url) self.assertRoleAssignmentInListResponse(r, up_entity) self.assertRoleAssignmentInListResponse(r, gp_entity) collection_url = ('/role_assignments?scope.domain.id=%s' % self.domain['id']) r = self.get(collection_url, expected_status=http.client.OK) self.head(collection_url, expected_status=http.client.OK) self.assertValidRoleAssignmentListResponse(r, expected_length=2, resource_url=collection_url) self.assertRoleAssignmentInListResponse(r, ud_entity) self.assertRoleAssignmentInListResponse(r, gd_entity) collection_url = '/role_assignments?user.id=%s' % user1['id'] r = self.get(collection_url, expected_status=http.client.OK) self.head(collection_url, expected_status=http.client.OK) self.assertValidRoleAssignmentListResponse(r, expected_length=3, resource_url=collection_url) self.assertRoleAssignmentInListResponse(r, up_entity) self.assertRoleAssignmentInListResponse(r, ud_entity) collection_url = '/role_assignments?group.id=%s' % group1['id'] r = self.get(collection_url, expected_status=http.client.OK) self.head(collection_url, expected_status=http.client.OK) self.assertValidRoleAssignmentListResponse(r, expected_length=3, resource_url=collection_url) self.assertRoleAssignmentInListResponse(r, gd_entity) self.assertRoleAssignmentInListResponse(r, gp_entity) collection_url = '/role_assignments?role.id=%s' % self.role1['id'] r = self.get(collection_url, expected_status=http.client.OK) self.head(collection_url, expected_status=http.client.OK) self.assertValidRoleAssignmentListResponse(r, expected_length=3, resource_url=collection_url) self.assertRoleAssignmentInListResponse(r, gd_entity) self.assertRoleAssignmentInListResponse(r, gp_entity) self.assertRoleAssignmentInListResponse(r, gs_entity) collection_url = '/role_assignments?role.id=%s' % self.role2['id'] r = self.get(collection_url, expected_status=http.client.OK) self.head(collection_url, expected_status=http.client.OK) self.assertValidRoleAssignmentListResponse(r, expected_length=4, resource_url=collection_url) self.assertRoleAssignmentInListResponse(r, ud_entity) self.assertRoleAssignmentInListResponse(r, up_entity) self.assertRoleAssignmentInListResponse(r, us_entity) # Let's try combining two filers together.... collection_url = ( '/role_assignments?user.id=%(user_id)s' '&scope.project.id=%(project_id)s' % { 'user_id': user1['id'], 'project_id': project1['id']}) r = self.get(collection_url, expected_status=http.client.OK) self.head(collection_url, expected_status=http.client.OK) self.assertValidRoleAssignmentListResponse(r, expected_length=1, resource_url=collection_url) self.assertRoleAssignmentInListResponse(r, up_entity) # Now for a harder one - filter for user with effective # roles - this should return role assignment that were directly # assigned as well as by virtue of group membership collection_url = ('/role_assignments?effective&user.id=%s' % user1['id']) r = self.get(collection_url, expected_status=http.client.OK) self.head(collection_url, expected_status=http.client.OK) self.assertValidRoleAssignmentListResponse(r, expected_length=4, resource_url=collection_url) # Should have the two direct roles... self.assertRoleAssignmentInListResponse(r, up_entity) self.assertRoleAssignmentInListResponse(r, ud_entity) # ...and the two via group membership... gp1_link = self.build_role_assignment_link( project_id=project1['id'], group_id=group1['id'], role_id=self.role1['id']) gd1_link = self.build_role_assignment_link(domain_id=self.domain_id, group_id=group1['id'], role_id=self.role1['id']) up1_entity = self.build_role_assignment_entity( link=gp1_link, project_id=project1['id'], user_id=user1['id'], role_id=self.role1['id']) ud1_entity = self.build_role_assignment_entity( link=gd1_link, domain_id=self.domain_id, user_id=user1['id'], role_id=self.role1['id']) self.assertRoleAssignmentInListResponse(r, up1_entity) self.assertRoleAssignmentInListResponse(r, ud1_entity) # ...and for the grand-daddy of them all, simulate the request # that would generate the list of effective roles in a project # scoped token. collection_url = ( '/role_assignments?effective&user.id=%(user_id)s' '&scope.project.id=%(project_id)s' % { 'user_id': user1['id'], 'project_id': project1['id']}) r = self.get(collection_url, expected_status=http.client.OK) self.head(collection_url, expected_status=http.client.OK) self.assertValidRoleAssignmentListResponse(r, expected_length=2, resource_url=collection_url) # Should have one direct role and one from group membership... self.assertRoleAssignmentInListResponse(r, up_entity) self.assertRoleAssignmentInListResponse(r, up1_entity) def test_list_system_role_assignments(self): # create a bunch of roles user_system_role_id = self._create_new_role() user_domain_role_id = self._create_new_role() user_project_role_id = self._create_new_role() group_system_role_id = self._create_new_role() group_domain_role_id = self._create_new_role() group_project_role_id = self._create_new_role() # create a user and grant the user a role on the system, domain, and # project user = self._create_user() url = '/system/users/%s/roles/%s' % (user['id'], user_system_role_id) self.put(url) url = '/domains/%s/users/%s/roles/%s' % ( self.domain_id, user['id'], user_domain_role_id ) self.put(url) url = '/projects/%s/users/%s/roles/%s' % ( self.project_id, user['id'], user_project_role_id ) self.put(url) # create a group and grant the group a role on the system, domain, and # project group = self._create_group() url = '/system/groups/%s/roles/%s' % ( group['id'], group_system_role_id ) self.put(url) url = '/domains/%s/groups/%s/roles/%s' % ( self.domain_id, group['id'], group_domain_role_id ) self.put(url) url = '/projects/%s/groups/%s/roles/%s' % ( self.project_id, group['id'], group_project_role_id ) self.put(url) # /v3/role_assignments?scope.system=all should return two assignments response = self.get('/role_assignments?scope.system=all') self.assertValidRoleAssignmentListResponse(response, expected_length=2) for assignment in response.json_body['role_assignments']: self.assertTrue(assignment['scope']['system']['all']) if assignment.get('user'): self.assertEqual(user_system_role_id, assignment['role']['id']) if assignment.get('group'): self.assertEqual( group_system_role_id, assignment['role']['id'] ) # /v3/role_assignments?scope_system=all&user.id=$USER_ID should return # one role assignment url = '/role_assignments?scope.system=all&user.id=%s' % user['id'] response = self.get(url) self.assertValidRoleAssignmentListResponse(response, expected_length=1) self.assertEqual( user_system_role_id, response.json_body['role_assignments'][0]['role']['id'] ) # /v3/role_assignments?scope_system=all&group.id=$GROUP_ID should # return one role assignment url = '/role_assignments?scope.system=all&group.id=%s' % group['id'] response = self.get(url) self.assertValidRoleAssignmentListResponse(response, expected_length=1) self.assertEqual( group_system_role_id, response.json_body['role_assignments'][0]['role']['id'] ) # /v3/role_assignments?user.id=$USER_ID should return 3 assignments # and system should be in that list of assignments url = '/role_assignments?user.id=%s' % user['id'] response = self.get(url) self.assertValidRoleAssignmentListResponse(response, expected_length=3) for assignment in response.json_body['role_assignments']: if 'system' in assignment['scope']: self.assertEqual( user_system_role_id, assignment['role']['id'] ) if 'domain' in assignment['scope']: self.assertEqual( user_domain_role_id, assignment['role']['id'] ) if 'project' in assignment['scope']: self.assertEqual( user_project_role_id, assignment['role']['id'] ) # /v3/role_assignments?group.id=$GROUP_ID should return 3 assignments # and system should be in that list of assignments url = '/role_assignments?group.id=%s' % group['id'] response = self.get(url) self.assertValidRoleAssignmentListResponse(response, expected_length=3) for assignment in response.json_body['role_assignments']: if 'system' in assignment['scope']: self.assertEqual( group_system_role_id, assignment['role']['id'] ) if 'domain' in assignment['scope']: self.assertEqual( group_domain_role_id, assignment['role']['id'] ) if 'project' in assignment['scope']: self.assertEqual( group_project_role_id, assignment['role']['id'] ) class RoleAssignmentBaseTestCase(test_v3.RestfulTestCase, test_v3.AssignmentTestMixin): """Base class for testing /v3/role_assignments API behavior.""" MAX_HIERARCHY_BREADTH = 3 MAX_HIERARCHY_DEPTH = CONF.max_project_tree_depth - 1 def load_sample_data(self): """Create sample data to be used on tests. Created data are i) a role and ii) a domain containing: a project hierarchy and 3 users within 3 groups. """ def create_project_hierarchy(parent_id, depth): """Create a random project hierarchy.""" if depth == 0: return breadth = random.randint(1, self.MAX_HIERARCHY_BREADTH) subprojects = [] for i in range(breadth): subprojects.append(unit.new_project_ref( domain_id=self.domain_id, parent_id=parent_id)) PROVIDERS.resource_api.create_project( subprojects[-1]['id'], subprojects[-1] ) new_parent = subprojects[random.randint(0, breadth - 1)] create_project_hierarchy(new_parent['id'], depth - 1) super(RoleAssignmentBaseTestCase, self).load_sample_data() # Create a domain self.domain = unit.new_domain_ref() self.domain_id = self.domain['id'] PROVIDERS.resource_api.create_domain(self.domain_id, self.domain) # Create a project hierarchy self.project = unit.new_project_ref(domain_id=self.domain_id) self.project_id = self.project['id'] PROVIDERS.resource_api.create_project(self.project_id, self.project) # Create a random project hierarchy create_project_hierarchy(self.project_id, random.randint(1, self.MAX_HIERARCHY_DEPTH)) # Create 3 users self.user_ids = [] for i in range(3): user = unit.new_user_ref(domain_id=self.domain_id) user = PROVIDERS.identity_api.create_user(user) self.user_ids.append(user['id']) # Create 3 groups self.group_ids = [] for i in range(3): group = unit.new_group_ref(domain_id=self.domain_id) group = PROVIDERS.identity_api.create_group(group) self.group_ids.append(group['id']) # Put 2 members on each group PROVIDERS.identity_api.add_user_to_group( user_id=self.user_ids[i], group_id=group['id'] ) PROVIDERS.identity_api.add_user_to_group( user_id=self.user_ids[i % 2], group_id=group['id'] ) PROVIDERS.assignment_api.create_grant( user_id=self.user_id, project_id=self.project_id, role_id=self.role_id ) # Create a role self.role = unit.new_role_ref() self.role_id = self.role['id'] PROVIDERS.role_api.create_role(self.role_id, self.role) # Set default user and group to be used on tests self.default_user_id = self.user_ids[0] self.default_group_id = self.group_ids[0] def get_role_assignments(self, expected_status=http.client.OK, **filters): """Return the result from querying role assignment API + queried URL. Calls GET /v3/role_assignments?<params> and returns its result, where <params> is the HTTP query parameters form of effective option plus filters, if provided. Queried URL is returned as well. :returns: a tuple containing the list role assignments API response and queried URL. """ query_url = self._get_role_assignments_query_url(**filters) response = self.get(query_url, expected_status=expected_status) return (response, query_url) def _get_role_assignments_query_url(self, **filters): """Return non-effective role assignments query URL from given filters. :param filters: query parameters are created with the provided filters on role assignments attributes. Valid filters are: role_id, domain_id, project_id, group_id, user_id and inherited_to_projects. :returns: role assignments query URL. """ return self.build_role_assignment_query_url(**filters) class RoleAssignmentFailureTestCase(RoleAssignmentBaseTestCase): """Class for testing invalid query params on /v3/role_assignments API. Querying domain and project, or user and group results in a HTTP 400 Bad Request, since a role assignment must contain only a single pair of (actor, target). In addition, since filtering on role assignments applies only to the final result, effective mode cannot be combined with i) group or ii) domain and inherited, because it would always result in an empty list. """ def test_get_role_assignments_by_domain_and_project(self): self.get_role_assignments(domain_id=self.domain_id, project_id=self.project_id, expected_status=http.client.BAD_REQUEST) def test_get_role_assignments_by_user_and_group(self): self.get_role_assignments(user_id=self.default_user_id, group_id=self.default_group_id, expected_status=http.client.BAD_REQUEST) def test_get_role_assignments_by_effective_and_inherited(self): self.get_role_assignments(domain_id=self.domain_id, effective=True, inherited_to_projects=True, expected_status=http.client.BAD_REQUEST) def test_get_role_assignments_by_effective_and_group(self): self.get_role_assignments(effective=True, group_id=self.default_group_id, expected_status=http.client.BAD_REQUEST) class RoleAssignmentDirectTestCase(RoleAssignmentBaseTestCase): """Class for testing direct assignments on /v3/role_assignments API. Direct assignments on a domain or project have effect on them directly, instead of on their project hierarchy, i.e they are non-inherited. In addition, group direct assignments are not expanded to group's users. Tests on this class make assertions on the representation and API filtering of direct assignments. """ def _test_get_role_assignments(self, **filters): """Generic filtering test method. According to the provided filters, this method: - creates a new role assignment; - asserts that list role assignments API reponds correctly; - deletes the created role assignment. :param filters: filters to be considered when listing role assignments. Valid filters are: role_id, domain_id, project_id, group_id, user_id and inherited_to_projects. """ # Fills default assignment with provided filters test_assignment = self._set_default_assignment_attributes(**filters) # Create new role assignment for this test PROVIDERS.assignment_api.create_grant(**test_assignment) # Get expected role assignments expected_assignments = self._list_expected_role_assignments( **test_assignment) # Get role assignments from API response, query_url = self.get_role_assignments(**test_assignment) self.assertValidRoleAssignmentListResponse(response, resource_url=query_url) self.assertEqual(len(expected_assignments), len(response.result.get('role_assignments'))) # Assert that expected role assignments were returned by the API call for assignment in expected_assignments: self.assertRoleAssignmentInListResponse(response, assignment) # Delete created role assignment PROVIDERS.assignment_api.delete_grant(**test_assignment) def _set_default_assignment_attributes(self, **attribs): """Insert default values for missing attributes of role assignment. If no actor, target or role are provided, they will default to values from sample data. :param attribs: info from a role assignment entity. Valid attributes are: role_id, domain_id, project_id, group_id, user_id and inherited_to_projects. """ if not any(target in attribs for target in ('domain_id', 'projects_id')): attribs['project_id'] = self.project_id if not any(actor in attribs for actor in ('user_id', 'group_id')): attribs['user_id'] = self.default_user_id if 'role_id' not in attribs: attribs['role_id'] = self.role_id return attribs def _list_expected_role_assignments(self, **filters): """Given the filters, it returns expected direct role assignments. :param filters: filters that will be considered when listing role assignments. Valid filters are: role_id, domain_id, project_id, group_id, user_id and inherited_to_projects. :returns: the list of the expected role assignments. """ return [self.build_role_assignment_entity(**filters)] # Test cases below call the generic test method, providing different filter # combinations. Filters are provided as specified in the method name, after # 'by'. For example, test_get_role_assignments_by_project_user_and_role # calls the generic test method with project_id, user_id and role_id. def test_get_role_assignments_by_domain(self, **filters): self._test_get_role_assignments(domain_id=self.domain_id, **filters) def test_get_role_assignments_by_project(self, **filters): self._test_get_role_assignments(project_id=self.project_id, **filters) def test_get_role_assignments_by_user(self, **filters): self._test_get_role_assignments(user_id=self.default_user_id, **filters) def test_get_role_assignments_by_group(self, **filters): self._test_get_role_assignments(group_id=self.default_group_id, **filters) def test_get_role_assignments_by_role(self, **filters): self._test_get_role_assignments(role_id=self.role_id, **filters) def test_get_role_assignments_by_domain_and_user(self, **filters): self.test_get_role_assignments_by_domain(user_id=self.default_user_id, **filters) def test_get_role_assignments_by_domain_and_group(self, **filters): self.test_get_role_assignments_by_domain( group_id=self.default_group_id, **filters) def test_get_role_assignments_by_project_and_user(self, **filters): self.test_get_role_assignments_by_project(user_id=self.default_user_id, **filters) def test_get_role_assignments_by_project_and_group(self, **filters): self.test_get_role_assignments_by_project( group_id=self.default_group_id, **filters) def test_get_role_assignments_by_domain_user_and_role(self, **filters): self.test_get_role_assignments_by_domain_and_user(role_id=self.role_id, **filters) def test_get_role_assignments_by_domain_group_and_role(self, **filters): self.test_get_role_assignments_by_domain_and_group( role_id=self.role_id, **filters) def test_get_role_assignments_by_project_user_and_role(self, **filters): self.test_get_role_assignments_by_project_and_user( role_id=self.role_id, **filters) def test_get_role_assignments_by_project_group_and_role(self, **filters): self.test_get_role_assignments_by_project_and_group( role_id=self.role_id, **filters) class RoleAssignmentInheritedTestCase(RoleAssignmentDirectTestCase): """Class for testing inherited assignments on /v3/role_assignments API. Inherited assignments on a domain or project have no effect on them directly, but on the projects under them instead. Tests on this class do not make assertions on the effect of inherited assignments, but in their representation and API filtering. """ def _test_get_role_assignments(self, **filters): """Add inherited_to_project filter to expected entity in tests.""" super(RoleAssignmentInheritedTestCase, self)._test_get_role_assignments(inherited_to_projects=True, **filters) class RoleAssignmentEffectiveTestCase(RoleAssignmentInheritedTestCase): """Class for testing inheritance effects on /v3/role_assignments API. Inherited assignments on a domain or project have no effect on them directly, but on the projects under them instead. Tests on this class make assertions on the effect of inherited assignments and API filtering. """ def _get_role_assignments_query_url(self, **filters): """Return effective role assignments query URL from given filters. For test methods in this class, effetive will always be true. As in effective mode, inherited_to_projects, group_id, domain_id and project_id will always be desconsidered from provided filters. :param filters: query parameters are created with the provided filters. Valid filters are: role_id, domain_id, project_id, group_id, user_id and inherited_to_projects. :returns: role assignments query URL. """ query_filters = filters.copy() query_filters.pop('inherited_to_projects') query_filters.pop('group_id', None) query_filters.pop('domain_id', None) query_filters.pop('project_id', None) return self.build_role_assignment_query_url(effective=True, **query_filters) def _list_expected_role_assignments(self, **filters): """Given the filters, it returns expected direct role assignments. :param filters: filters that will be considered when listing role assignments. Valid filters are: role_id, domain_id, project_id, group_id, user_id and inherited_to_projects. :returns: the list of the expected role assignments. """ # Get assignment link, to be put on 'links': {'assignment': link} assignment_link = self.build_role_assignment_link(**filters) # Expand group membership user_ids = [None] if filters.get('group_id'): user_ids = [user['id'] for user in PROVIDERS.identity_api.list_users_in_group( filters['group_id'])] else: user_ids = [self.default_user_id] # Expand role inheritance project_ids = [None] if filters.get('domain_id'): project_ids = [project['id'] for project in PROVIDERS.resource_api.list_projects_in_domain( filters.pop('domain_id'))] else: project_ids = [project['id'] for project in PROVIDERS.resource_api.list_projects_in_subtree( self.project_id)] # Compute expected role assignments assignments = [] for project_id in project_ids: filters['project_id'] = project_id for user_id in user_ids: filters['user_id'] = user_id assignments.append(self.build_role_assignment_entity( link=assignment_link, **filters)) return assignments class AssignmentInheritanceTestCase(test_v3.RestfulTestCase, test_v3.AssignmentTestMixin): """Test inheritance crud and its effects.""" def test_get_token_from_inherited_user_domain_role_grants(self): # Create a new user to ensure that no grant is loaded from sample data user = unit.create_user( PROVIDERS.identity_api, domain_id=self.domain_id ) # Define domain and project authentication data domain_auth_data = self.build_authentication_request( user_id=user['id'], password=user['password'], domain_id=self.domain_id) project_auth_data = self.build_authentication_request( user_id=user['id'], password=user['password'], project_id=self.project_id) # Check the user cannot get a domain nor a project token self.v3_create_token(domain_auth_data, expected_status=http.client.UNAUTHORIZED) self.v3_create_token(project_auth_data, expected_status=http.client.UNAUTHORIZED) # Grant non-inherited role for user on domain non_inher_ud_link = self.build_role_assignment_link( domain_id=self.domain_id, user_id=user['id'], role_id=self.role_id) self.put(non_inher_ud_link) # Check the user can get only a domain token self.v3_create_token(domain_auth_data) self.v3_create_token(project_auth_data, expected_status=http.client.UNAUTHORIZED) # Create inherited role inherited_role = unit.new_role_ref(name='inherited') PROVIDERS.role_api.create_role(inherited_role['id'], inherited_role) # Grant inherited role for user on domain inher_ud_link = self.build_role_assignment_link( domain_id=self.domain_id, user_id=user['id'], role_id=inherited_role['id'], inherited_to_projects=True) self.put(inher_ud_link) # Check the user can get both a domain and a project token self.v3_create_token(domain_auth_data) self.v3_create_token(project_auth_data) # Delete inherited grant self.delete(inher_ud_link) # Check the user can only get a domain token self.v3_create_token(domain_auth_data) self.v3_create_token(project_auth_data, expected_status=http.client.UNAUTHORIZED) # Delete non-inherited grant self.delete(non_inher_ud_link) # Check the user cannot get a domain token anymore self.v3_create_token(domain_auth_data, expected_status=http.client.UNAUTHORIZED) def test_get_token_from_inherited_group_domain_role_grants(self): # Create a new group and put a new user in it to # ensure that no grant is loaded from sample data user = unit.create_user( PROVIDERS.identity_api, domain_id=self.domain_id ) group = unit.new_group_ref(domain_id=self.domain['id']) group = PROVIDERS.identity_api.create_group(group) PROVIDERS.identity_api.add_user_to_group(user['id'], group['id']) # Define domain and project authentication data domain_auth_data = self.build_authentication_request( user_id=user['id'], password=user['password'], domain_id=self.domain_id) project_auth_data = self.build_authentication_request( user_id=user['id'], password=user['password'], project_id=self.project_id) # Check the user cannot get a domain nor a project token self.v3_create_token(domain_auth_data, expected_status=http.client.UNAUTHORIZED) self.v3_create_token(project_auth_data, expected_status=http.client.UNAUTHORIZED) # Grant non-inherited role for user on domain non_inher_gd_link = self.build_role_assignment_link( domain_id=self.domain_id, user_id=user['id'], role_id=self.role_id) self.put(non_inher_gd_link) # Check the user can get only a domain token self.v3_create_token(domain_auth_data) self.v3_create_token(project_auth_data, expected_status=http.client.UNAUTHORIZED) # Create inherited role inherited_role = unit.new_role_ref(name='inherited') PROVIDERS.role_api.create_role(inherited_role['id'], inherited_role) # Grant inherited role for user on domain inher_gd_link = self.build_role_assignment_link( domain_id=self.domain_id, user_id=user['id'], role_id=inherited_role['id'], inherited_to_projects=True) self.put(inher_gd_link) # Check the user can get both a domain and a project token self.v3_create_token(domain_auth_data) self.v3_create_token(project_auth_data) # Delete inherited grant self.delete(inher_gd_link) # Check the user can only get a domain token self.v3_create_token(domain_auth_data) self.v3_create_token(project_auth_data, expected_status=http.client.UNAUTHORIZED) # Delete non-inherited grant self.delete(non_inher_gd_link) # Check the user cannot get a domain token anymore self.v3_create_token(domain_auth_data, expected_status=http.client.UNAUTHORIZED) def _test_crud_inherited_and_direct_assignment_on_target(self, target_url): time = datetime.datetime.utcnow() with freezegun.freeze_time(time) as frozen_datetime: # Create a new role to avoid assignments loaded from sample data role = unit.new_role_ref() PROVIDERS.role_api.create_role(role['id'], role) # Define URLs direct_url = '%s/users/%s/roles/%s' % ( target_url, self.user_id, role['id']) inherited_url = ('/OS-INHERIT/%s/inherited_to_projects' % direct_url.lstrip('/')) # Create the direct assignment self.put(direct_url) # Check the direct assignment exists, but the inherited one does # not self.head(direct_url) self.head(inherited_url, expected_status=http.client.NOT_FOUND) # Now add the inherited assignment self.put(inherited_url) # Check both the direct and inherited assignment exist self.head(direct_url) self.head(inherited_url) # Delete indirect assignment self.delete(inherited_url) frozen_datetime.tick(delta=datetime.timedelta(seconds=1)) # Check the direct assignment exists, but the inherited one does # not self.head(direct_url) self.head(inherited_url, expected_status=http.client.NOT_FOUND) # Now delete the inherited assignment self.delete(direct_url) # Check that none of them exist self.head(direct_url, expected_status=http.client.NOT_FOUND) self.head(inherited_url, expected_status=http.client.NOT_FOUND) def test_crud_inherited_and_direct_assignment_on_domains(self): self._test_crud_inherited_and_direct_assignment_on_target( '/domains/%s' % self.domain_id) def test_crud_inherited_and_direct_assignment_on_projects(self): self._test_crud_inherited_and_direct_assignment_on_target( '/projects/%s' % self.project_id) def test_crud_user_inherited_domain_role_grants(self): role_list = [] for _ in range(2): role = unit.new_role_ref() PROVIDERS.role_api.create_role(role['id'], role) role_list.append(role) # Create a non-inherited role as a spoiler PROVIDERS.assignment_api.create_grant( role_list[1]['id'], user_id=self.user['id'], domain_id=self.domain_id) base_collection_url = ( '/OS-INHERIT/domains/%(domain_id)s/users/%(user_id)s/roles' % { 'domain_id': self.domain_id, 'user_id': self.user['id']}) member_url = '%(collection_url)s/%(role_id)s/inherited_to_projects' % { 'collection_url': base_collection_url, 'role_id': role_list[0]['id']} collection_url = base_collection_url + '/inherited_to_projects' self.put(member_url) # Check we can read it back self.head(member_url) self.get(member_url, expected_status=http.client.NO_CONTENT) r = self.get(collection_url) self.assertValidRoleListResponse(r, ref=role_list[0], resource_url=collection_url) # Now delete and check its gone self.delete(member_url) r = self.get(collection_url) self.assertValidRoleListResponse(r, expected_length=0, resource_url=collection_url) def test_list_role_assignments_for_inherited_domain_grants(self): """Call ``GET /role_assignments with inherited domain grants``. Test Plan: - Create 4 roles - Create a domain with a user and two projects - Assign two direct roles to project1 - Assign a spoiler role to project2 - Issue the URL to add inherited role to the domain - Issue the URL to check it is indeed on the domain - Issue the URL to check effective roles on project1 - this should return 3 roles. """ role_list = [] for _ in range(4): role = unit.new_role_ref() PROVIDERS.role_api.create_role(role['id'], role) role_list.append(role) domain = unit.new_domain_ref() PROVIDERS.resource_api.create_domain(domain['id'], domain) user1 = unit.create_user( PROVIDERS.identity_api, domain_id=domain['id'] ) project1 = unit.new_project_ref(domain_id=domain['id']) PROVIDERS.resource_api.create_project(project1['id'], project1) project2 = unit.new_project_ref(domain_id=domain['id']) PROVIDERS.resource_api.create_project(project2['id'], project2) # Add some roles to the project PROVIDERS.assignment_api.add_role_to_user_and_project( user1['id'], project1['id'], role_list[0]['id']) PROVIDERS.assignment_api.add_role_to_user_and_project( user1['id'], project1['id'], role_list[1]['id']) # ..and one on a different project as a spoiler PROVIDERS.assignment_api.add_role_to_user_and_project( user1['id'], project2['id'], role_list[2]['id']) # Now create our inherited role on the domain base_collection_url = ( '/OS-INHERIT/domains/%(domain_id)s/users/%(user_id)s/roles' % { 'domain_id': domain['id'], 'user_id': user1['id']}) member_url = '%(collection_url)s/%(role_id)s/inherited_to_projects' % { 'collection_url': base_collection_url, 'role_id': role_list[3]['id']} collection_url = base_collection_url + '/inherited_to_projects' self.put(member_url) self.head(member_url) self.get(member_url, expected_status=http.client.NO_CONTENT) r = self.get(collection_url) self.assertValidRoleListResponse(r, ref=role_list[3], resource_url=collection_url) # Now use the list domain role assignments api to check if this # is included collection_url = ( '/role_assignments?user.id=%(user_id)s' '&scope.domain.id=%(domain_id)s' % { 'user_id': user1['id'], 'domain_id': domain['id']}) r = self.get(collection_url) self.assertValidRoleAssignmentListResponse(r, expected_length=1, resource_url=collection_url) ud_entity = self.build_role_assignment_entity( domain_id=domain['id'], user_id=user1['id'], role_id=role_list[3]['id'], inherited_to_projects=True) self.assertRoleAssignmentInListResponse(r, ud_entity) # Now ask for effective list role assignments - the role should # turn into a project role, along with the two direct roles that are # on the project collection_url = ( '/role_assignments?effective&user.id=%(user_id)s' '&scope.project.id=%(project_id)s' % { 'user_id': user1['id'], 'project_id': project1['id']}) r = self.get(collection_url) self.assertValidRoleAssignmentListResponse(r, expected_length=3, resource_url=collection_url) # An effective role for an inherited role will be a project # entity, with a domain link to the inherited assignment ud_url = self.build_role_assignment_link( domain_id=domain['id'], user_id=user1['id'], role_id=role_list[3]['id'], inherited_to_projects=True) up_entity = self.build_role_assignment_entity( link=ud_url, project_id=project1['id'], user_id=user1['id'], role_id=role_list[3]['id'], inherited_to_projects=True) self.assertRoleAssignmentInListResponse(r, up_entity) def _test_list_role_assignments_include_names(self, role1): """Call ``GET /role_assignments with include names``. Test Plan: - Create a domain with a group and a user - Create a project with a group and a user """ role1 = unit.new_role_ref() PROVIDERS.role_api.create_role(role1['id'], role1) user1 = unit.create_user( PROVIDERS.identity_api, domain_id=self.domain_id ) group = unit.new_group_ref(domain_id=self.domain_id) group = PROVIDERS.identity_api.create_group(group) project1 = unit.new_project_ref(domain_id=self.domain_id) PROVIDERS.resource_api.create_project(project1['id'], project1) expected_entity1 = self.build_role_assignment_entity_include_names( role_ref=role1, project_ref=project1, user_ref=user1) self.put(expected_entity1['links']['assignment']) expected_entity2 = self.build_role_assignment_entity_include_names( role_ref=role1, domain_ref=self.domain, group_ref=group) self.put(expected_entity2['links']['assignment']) expected_entity3 = self.build_role_assignment_entity_include_names( role_ref=role1, domain_ref=self.domain, user_ref=user1) self.put(expected_entity3['links']['assignment']) expected_entity4 = self.build_role_assignment_entity_include_names( role_ref=role1, project_ref=project1, group_ref=group) self.put(expected_entity4['links']['assignment']) collection_url_domain = ( '/role_assignments?include_names&scope.domain.id=%(domain_id)s' % { 'domain_id': self.domain_id}) rs_domain = self.get(collection_url_domain) collection_url_project = ( '/role_assignments?include_names&' 'scope.project.id=%(project_id)s' % { 'project_id': project1['id']}) rs_project = self.get(collection_url_project) collection_url_group = ( '/role_assignments?include_names&group.id=%(group_id)s' % { 'group_id': group['id']}) rs_group = self.get(collection_url_group) collection_url_user = ( '/role_assignments?include_names&user.id=%(user_id)s' % { 'user_id': user1['id']}) rs_user = self.get(collection_url_user) collection_url_role = ( '/role_assignments?include_names&role.id=%(role_id)s' % { 'role_id': role1['id']}) rs_role = self.get(collection_url_role) # Make sure all entities were created successfully self.assertEqual(http.client.OK, rs_domain.status_int) self.assertEqual(http.client.OK, rs_project.status_int) self.assertEqual(http.client.OK, rs_group.status_int) self.assertEqual(http.client.OK, rs_user.status_int) # Make sure we can get back the correct number of entities self.assertValidRoleAssignmentListResponse( rs_domain, expected_length=2, resource_url=collection_url_domain) self.assertValidRoleAssignmentListResponse( rs_project, expected_length=2, resource_url=collection_url_project) self.assertValidRoleAssignmentListResponse( rs_group, expected_length=2, resource_url=collection_url_group) self.assertValidRoleAssignmentListResponse( rs_user, expected_length=2, resource_url=collection_url_user) self.assertValidRoleAssignmentListResponse( rs_role, expected_length=4, resource_url=collection_url_role) # Verify all types of entities have the correct format self.assertRoleAssignmentInListResponse(rs_domain, expected_entity2) self.assertRoleAssignmentInListResponse(rs_project, expected_entity1) self.assertRoleAssignmentInListResponse(rs_group, expected_entity4) self.assertRoleAssignmentInListResponse(rs_user, expected_entity3) self.assertRoleAssignmentInListResponse(rs_role, expected_entity1) def test_list_role_assignments_include_names_global_role(self): role = unit.new_role_ref() PROVIDERS.role_api.create_role(role['id'], role) self._test_list_role_assignments_include_names(role) def test_list_role_assignments_include_names_domain_role(self): role = unit.new_role_ref(domain_id=self.domain['id']) PROVIDERS.role_api.create_role(role['id'], role) self._test_list_role_assignments_include_names(role) def test_remove_assignment_for_project_acting_as_domain(self): """Test goal: remove assignment for project acting as domain. Ensure when we have two role assignments for the project acting as domain, one dealing with it as a domain and other as a project, we still able to remove those assignments later. Test plan: - Create a role and a domain with a user; - Grant a role for this user in this domain; - Grant a role for this user in the same entity as a project; - Ensure that both assignments were created and it was valid; - Remove the domain assignment for the user and show that the project assignment for him still valid """ role = unit.new_role_ref() PROVIDERS.role_api.create_role(role['id'], role) domain = unit.new_domain_ref() PROVIDERS.resource_api.create_domain(domain['id'], domain) user = unit.create_user(PROVIDERS.identity_api, domain_id=domain['id']) assignment_domain = self.build_role_assignment_entity( role_id=role['id'], domain_id=domain['id'], user_id=user['id'], inherited_to_projects=False) assignment_project = self.build_role_assignment_entity( role_id=role['id'], project_id=domain['id'], user_id=user['id'], inherited_to_projects=False) self.put(assignment_domain['links']['assignment']) self.put(assignment_project['links']['assignment']) collection_url = '/role_assignments?user.id=%(user_id)s' % ( {'user_id': user['id']}) result = self.get(collection_url) # We have two role assignments based in both roles for the domain and # project scope self.assertValidRoleAssignmentListResponse( result, expected_length=2, resource_url=collection_url) self.assertRoleAssignmentInListResponse(result, assignment_domain) domain_url = '/domains/%s/users/%s/roles/%s' % ( domain['id'], user['id'], role['id']) self.delete(domain_url) collection_url = '/role_assignments?user.id=%(user_id)s' % ( {'user_id': user['id']}) result = self.get(collection_url) # Now we only have one assignment for the project scope since the # domain scope was removed. self.assertValidRoleAssignmentListResponse( result, expected_length=1, resource_url=collection_url) self.assertRoleAssignmentInListResponse(result, assignment_project) def test_list_inherited_role_assignments_include_names(self): """Call ``GET /role_assignments?include_names``. Test goal: ensure calling list role assignments including names honors the inherited role assignments flag. Test plan: - Create a role and a domain with a user; - Create a inherited role assignment; - List role assignments for that user; - List role assignments for that user including names. """ role = unit.new_role_ref() PROVIDERS.role_api.create_role(role['id'], role) domain = unit.new_domain_ref() PROVIDERS.resource_api.create_domain(domain['id'], domain) user = unit.create_user(PROVIDERS.identity_api, domain_id=domain['id']) # Create and store expected assignment refs assignment = self.build_role_assignment_entity( role_id=role['id'], domain_id=domain['id'], user_id=user['id'], inherited_to_projects=True) assignment_names = self.build_role_assignment_entity_include_names( role_ref=role, domain_ref=domain, user_ref=user, inherited_assignment=True) # Ensure expected assignment refs are inherited and have the same URL self.assertEqual('projects', assignment['scope']['OS-INHERIT:inherited_to']) self.assertEqual('projects', assignment_names['scope']['OS-INHERIT:inherited_to']) self.assertEqual(assignment['links']['assignment'], assignment_names['links']['assignment']) self.put(assignment['links']['assignment']) collection_url = '/role_assignments?user.id=%(user_id)s' % ( {'user_id': user['id']}) result = self.get(collection_url) self.assertValidRoleAssignmentListResponse( result, expected_length=1, resource_url=collection_url) self.assertRoleAssignmentInListResponse(result, assignment) collection_url = ('/role_assignments?include_names&' 'user.id=%(user_id)s' % {'user_id': user['id']}) result = self.get(collection_url) self.assertValidRoleAssignmentListResponse( result, expected_length=1, resource_url=collection_url) self.assertRoleAssignmentInListResponse(result, assignment_names) def test_list_role_assignments_for_disabled_inheritance_extension(self): """Call ``GET /role_assignments with inherited domain grants``. Test Plan: - Issue the URL to add inherited role to the domain - Issue the URL to check effective roles on project include the inherited role - Disable the extension - Re-check the effective roles, proving the inherited role no longer shows up. """ role_list = [] for _ in range(4): role = unit.new_role_ref() PROVIDERS.role_api.create_role(role['id'], role) role_list.append(role) domain = unit.new_domain_ref() PROVIDERS.resource_api.create_domain(domain['id'], domain) user1 = unit.create_user( PROVIDERS.identity_api, domain_id=domain['id'] ) project1 = unit.new_project_ref(domain_id=domain['id']) PROVIDERS.resource_api.create_project(project1['id'], project1) project2 = unit.new_project_ref(domain_id=domain['id']) PROVIDERS.resource_api.create_project(project2['id'], project2) # Add some roles to the project PROVIDERS.assignment_api.add_role_to_user_and_project( user1['id'], project1['id'], role_list[0]['id']) PROVIDERS.assignment_api.add_role_to_user_and_project( user1['id'], project1['id'], role_list[1]['id']) # ..and one on a different project as a spoiler PROVIDERS.assignment_api.add_role_to_user_and_project( user1['id'], project2['id'], role_list[2]['id']) # Now create our inherited role on the domain base_collection_url = ( '/OS-INHERIT/domains/%(domain_id)s/users/%(user_id)s/roles' % { 'domain_id': domain['id'], 'user_id': user1['id']}) member_url = '%(collection_url)s/%(role_id)s/inherited_to_projects' % { 'collection_url': base_collection_url, 'role_id': role_list[3]['id']} collection_url = base_collection_url + '/inherited_to_projects' self.put(member_url) self.head(member_url) self.get(member_url, expected_status=http.client.NO_CONTENT) r = self.get(collection_url) self.assertValidRoleListResponse(r, ref=role_list[3], resource_url=collection_url) # Get effective list role assignments - the role should # turn into a project role, along with the two direct roles that are # on the project collection_url = ( '/role_assignments?effective&user.id=%(user_id)s' '&scope.project.id=%(project_id)s' % { 'user_id': user1['id'], 'project_id': project1['id']}) r = self.get(collection_url) self.assertValidRoleAssignmentListResponse(r, expected_length=3, resource_url=collection_url) ud_url = self.build_role_assignment_link( domain_id=domain['id'], user_id=user1['id'], role_id=role_list[3]['id'], inherited_to_projects=True) up_entity = self.build_role_assignment_entity( link=ud_url, project_id=project1['id'], user_id=user1['id'], role_id=role_list[3]['id'], inherited_to_projects=True) self.assertRoleAssignmentInListResponse(r, up_entity) def test_list_role_assignments_for_inherited_group_domain_grants(self): """Call ``GET /role_assignments with inherited group domain grants``. Test Plan: - Create 4 roles - Create a domain with a user and two projects - Assign two direct roles to project1 - Assign a spoiler role to project2 - Issue the URL to add inherited role to the domain - Issue the URL to check it is indeed on the domain - Issue the URL to check effective roles on project1 - this should return 3 roles. """ role_list = [] for _ in range(4): role = unit.new_role_ref() PROVIDERS.role_api.create_role(role['id'], role) role_list.append(role) domain = unit.new_domain_ref() PROVIDERS.resource_api.create_domain(domain['id'], domain) user1 = unit.create_user( PROVIDERS.identity_api, domain_id=domain['id'] ) user2 = unit.create_user( PROVIDERS.identity_api, domain_id=domain['id'] ) group1 = unit.new_group_ref(domain_id=domain['id']) group1 = PROVIDERS.identity_api.create_group(group1) PROVIDERS.identity_api.add_user_to_group( user1['id'], group1['id'] ) PROVIDERS.identity_api.add_user_to_group( user2['id'], group1['id'] ) project1 = unit.new_project_ref(domain_id=domain['id']) PROVIDERS.resource_api.create_project(project1['id'], project1) project2 = unit.new_project_ref(domain_id=domain['id']) PROVIDERS.resource_api.create_project(project2['id'], project2) # Add some roles to the project PROVIDERS.assignment_api.add_role_to_user_and_project( user1['id'], project1['id'], role_list[0]['id']) PROVIDERS.assignment_api.add_role_to_user_and_project( user1['id'], project1['id'], role_list[1]['id']) # ..and one on a different project as a spoiler PROVIDERS.assignment_api.add_role_to_user_and_project( user1['id'], project2['id'], role_list[2]['id']) # Now create our inherited role on the domain base_collection_url = ( '/OS-INHERIT/domains/%(domain_id)s/groups/%(group_id)s/roles' % { 'domain_id': domain['id'], 'group_id': group1['id']}) member_url = '%(collection_url)s/%(role_id)s/inherited_to_projects' % { 'collection_url': base_collection_url, 'role_id': role_list[3]['id']} collection_url = base_collection_url + '/inherited_to_projects' self.put(member_url) self.head(member_url) self.get(member_url, expected_status=http.client.NO_CONTENT) r = self.get(collection_url) self.assertValidRoleListResponse(r, ref=role_list[3], resource_url=collection_url) # Now use the list domain role assignments api to check if this # is included collection_url = ( '/role_assignments?group.id=%(group_id)s' '&scope.domain.id=%(domain_id)s' % { 'group_id': group1['id'], 'domain_id': domain['id']}) r = self.get(collection_url) self.assertValidRoleAssignmentListResponse(r, expected_length=1, resource_url=collection_url) gd_entity = self.build_role_assignment_entity( domain_id=domain['id'], group_id=group1['id'], role_id=role_list[3]['id'], inherited_to_projects=True) self.assertRoleAssignmentInListResponse(r, gd_entity) # Now ask for effective list role assignments - the role should # turn into a user project role, along with the two direct roles # that are on the project collection_url = ( '/role_assignments?effective&user.id=%(user_id)s' '&scope.project.id=%(project_id)s' % { 'user_id': user1['id'], 'project_id': project1['id']}) r = self.get(collection_url) self.assertValidRoleAssignmentListResponse(r, expected_length=3, resource_url=collection_url) # An effective role for an inherited role will be a project # entity, with a domain link to the inherited assignment up_entity = self.build_role_assignment_entity( link=gd_entity['links']['assignment'], project_id=project1['id'], user_id=user1['id'], role_id=role_list[3]['id'], inherited_to_projects=True) self.assertRoleAssignmentInListResponse(r, up_entity) def test_filtered_role_assignments_for_inherited_grants(self): """Call ``GET /role_assignments?scope.OS-INHERIT:inherited_to``. Test Plan: - Create 5 roles - Create a domain with a user, group and two projects - Assign three direct spoiler roles to projects - Issue the URL to add an inherited user role to the domain - Issue the URL to add an inherited group role to the domain - Issue the URL to filter by inherited roles - this should return just the 2 inherited roles. """ role_list = [] for _ in range(5): role = unit.new_role_ref() PROVIDERS.role_api.create_role(role['id'], role) role_list.append(role) domain = unit.new_domain_ref() PROVIDERS.resource_api.create_domain(domain['id'], domain) user1 = unit.create_user( PROVIDERS.identity_api, domain_id=domain['id'] ) group1 = unit.new_group_ref(domain_id=domain['id']) group1 = PROVIDERS.identity_api.create_group(group1) project1 = unit.new_project_ref(domain_id=domain['id']) PROVIDERS.resource_api.create_project(project1['id'], project1) project2 = unit.new_project_ref(domain_id=domain['id']) PROVIDERS.resource_api.create_project(project2['id'], project2) # Add some spoiler roles to the projects PROVIDERS.assignment_api.add_role_to_user_and_project( user1['id'], project1['id'], role_list[0]['id']) PROVIDERS.assignment_api.add_role_to_user_and_project( user1['id'], project2['id'], role_list[1]['id']) # Create a non-inherited role as a spoiler PROVIDERS.assignment_api.create_grant( role_list[2]['id'], user_id=user1['id'], domain_id=domain['id']) # Now create two inherited roles on the domain, one for a user # and one for a domain base_collection_url = ( '/OS-INHERIT/domains/%(domain_id)s/users/%(user_id)s/roles' % { 'domain_id': domain['id'], 'user_id': user1['id']}) member_url = '%(collection_url)s/%(role_id)s/inherited_to_projects' % { 'collection_url': base_collection_url, 'role_id': role_list[3]['id']} collection_url = base_collection_url + '/inherited_to_projects' self.put(member_url) self.head(member_url) self.get(member_url, expected_status=http.client.NO_CONTENT) r = self.get(collection_url) self.assertValidRoleListResponse(r, ref=role_list[3], resource_url=collection_url) base_collection_url = ( '/OS-INHERIT/domains/%(domain_id)s/groups/%(group_id)s/roles' % { 'domain_id': domain['id'], 'group_id': group1['id']}) member_url = '%(collection_url)s/%(role_id)s/inherited_to_projects' % { 'collection_url': base_collection_url, 'role_id': role_list[4]['id']} collection_url = base_collection_url + '/inherited_to_projects' self.put(member_url) self.head(member_url) self.get(member_url, expected_status=http.client.NO_CONTENT) r = self.get(collection_url) self.assertValidRoleListResponse(r, ref=role_list[4], resource_url=collection_url) # Now use the list role assignments api to get a list of inherited # roles on the domain - should get back the two roles collection_url = ( '/role_assignments?scope.OS-INHERIT:inherited_to=projects') r = self.get(collection_url) self.assertValidRoleAssignmentListResponse(r, expected_length=2, resource_url=collection_url) ud_entity = self.build_role_assignment_entity( domain_id=domain['id'], user_id=user1['id'], role_id=role_list[3]['id'], inherited_to_projects=True) gd_entity = self.build_role_assignment_entity( domain_id=domain['id'], group_id=group1['id'], role_id=role_list[4]['id'], inherited_to_projects=True) self.assertRoleAssignmentInListResponse(r, ud_entity) self.assertRoleAssignmentInListResponse(r, gd_entity) def _setup_hierarchical_projects_scenario(self): """Create basic hierarchical projects scenario. This basic scenario contains a root with one leaf project and two roles with the following names: non-inherited and inherited. """ # Create project hierarchy root = unit.new_project_ref(domain_id=self.domain['id']) leaf = unit.new_project_ref(domain_id=self.domain['id'], parent_id=root['id']) PROVIDERS.resource_api.create_project(root['id'], root) PROVIDERS.resource_api.create_project(leaf['id'], leaf) # Create 'non-inherited' and 'inherited' roles non_inherited_role = unit.new_role_ref(name='non-inherited') PROVIDERS.role_api.create_role( non_inherited_role['id'], non_inherited_role ) inherited_role = unit.new_role_ref(name='inherited') PROVIDERS.role_api.create_role(inherited_role['id'], inherited_role) return (root['id'], leaf['id'], non_inherited_role['id'], inherited_role['id']) def test_get_token_from_inherited_user_project_role_grants(self): # Create default scenario root_id, leaf_id, non_inherited_role_id, inherited_role_id = ( self._setup_hierarchical_projects_scenario()) # Define root and leaf projects authentication data root_project_auth_data = self.build_authentication_request( user_id=self.user['id'], password=self.user['password'], project_id=root_id) leaf_project_auth_data = self.build_authentication_request( user_id=self.user['id'], password=self.user['password'], project_id=leaf_id) # Check the user cannot get a token on root nor leaf project self.v3_create_token(root_project_auth_data, expected_status=http.client.UNAUTHORIZED) self.v3_create_token(leaf_project_auth_data, expected_status=http.client.UNAUTHORIZED) # Grant non-inherited role for user on leaf project non_inher_up_link = self.build_role_assignment_link( project_id=leaf_id, user_id=self.user['id'], role_id=non_inherited_role_id) self.put(non_inher_up_link) # Check the user can only get a token on leaf project self.v3_create_token(root_project_auth_data, expected_status=http.client.UNAUTHORIZED) self.v3_create_token(leaf_project_auth_data) # Grant inherited role for user on root project inher_up_link = self.build_role_assignment_link( project_id=root_id, user_id=self.user['id'], role_id=inherited_role_id, inherited_to_projects=True) self.put(inher_up_link) # Check the user still can get a token only on leaf project self.v3_create_token(root_project_auth_data, expected_status=http.client.UNAUTHORIZED) self.v3_create_token(leaf_project_auth_data) # Delete non-inherited grant self.delete(non_inher_up_link) # Check the inherited role still applies for leaf project self.v3_create_token(root_project_auth_data, expected_status=http.client.UNAUTHORIZED) self.v3_create_token(leaf_project_auth_data) # Delete inherited grant self.delete(inher_up_link) # Check the user cannot get a token on leaf project anymore self.v3_create_token(leaf_project_auth_data, expected_status=http.client.UNAUTHORIZED) def test_get_token_from_inherited_group_project_role_grants(self): # Create default scenario root_id, leaf_id, non_inherited_role_id, inherited_role_id = ( self._setup_hierarchical_projects_scenario()) # Create group and add user to it group = unit.new_group_ref(domain_id=self.domain['id']) group = PROVIDERS.identity_api.create_group(group) PROVIDERS.identity_api.add_user_to_group(self.user['id'], group['id']) # Define root and leaf projects authentication data root_project_auth_data = self.build_authentication_request( user_id=self.user['id'], password=self.user['password'], project_id=root_id) leaf_project_auth_data = self.build_authentication_request( user_id=self.user['id'], password=self.user['password'], project_id=leaf_id) # Check the user cannot get a token on root nor leaf project self.v3_create_token(root_project_auth_data, expected_status=http.client.UNAUTHORIZED) self.v3_create_token(leaf_project_auth_data, expected_status=http.client.UNAUTHORIZED) # Grant non-inherited role for group on leaf project non_inher_gp_link = self.build_role_assignment_link( project_id=leaf_id, group_id=group['id'], role_id=non_inherited_role_id) self.put(non_inher_gp_link) # Check the user can only get a token on leaf project self.v3_create_token(root_project_auth_data, expected_status=http.client.UNAUTHORIZED) self.v3_create_token(leaf_project_auth_data) # Grant inherited role for group on root project inher_gp_link = self.build_role_assignment_link( project_id=root_id, group_id=group['id'], role_id=inherited_role_id, inherited_to_projects=True) self.put(inher_gp_link) # Check the user still can get a token only on leaf project self.v3_create_token(root_project_auth_data, expected_status=http.client.UNAUTHORIZED) self.v3_create_token(leaf_project_auth_data) # Delete no-inherited grant self.delete(non_inher_gp_link) # Check the inherited role still applies for leaf project self.v3_create_token(leaf_project_auth_data) # Delete inherited grant self.delete(inher_gp_link) # Check the user cannot get a token on leaf project anymore self.v3_create_token(leaf_project_auth_data, expected_status=http.client.UNAUTHORIZED) def test_get_role_assignments_for_project_hierarchy(self): """Call ``GET /role_assignments``. Test Plan: - Create 2 roles - Create a hierarchy of projects with one root and one leaf project - Issue the URL to add a non-inherited user role to the root project - Issue the URL to add an inherited user role to the root project - Issue the URL to get all role assignments - this should return just 2 roles (non-inherited and inherited) in the root project. """ # Create default scenario root_id, leaf_id, non_inherited_role_id, inherited_role_id = ( self._setup_hierarchical_projects_scenario()) # Grant non-inherited role non_inher_up_entity = self.build_role_assignment_entity( project_id=root_id, user_id=self.user['id'], role_id=non_inherited_role_id) self.put(non_inher_up_entity['links']['assignment']) # Grant inherited role inher_up_entity = self.build_role_assignment_entity( project_id=root_id, user_id=self.user['id'], role_id=inherited_role_id, inherited_to_projects=True) self.put(inher_up_entity['links']['assignment']) # Get role assignments collection_url = '/role_assignments' r = self.get(collection_url) self.assertValidRoleAssignmentListResponse(r, resource_url=collection_url) # Assert that the user has non-inherited role on root project self.assertRoleAssignmentInListResponse(r, non_inher_up_entity) # Assert that the user has inherited role on root project self.assertRoleAssignmentInListResponse(r, inher_up_entity) # Assert that the user does not have non-inherited role on leaf project non_inher_up_entity = self.build_role_assignment_entity( project_id=leaf_id, user_id=self.user['id'], role_id=non_inherited_role_id) self.assertRoleAssignmentNotInListResponse(r, non_inher_up_entity) # Assert that the user does not have inherited role on leaf project inher_up_entity['scope']['project']['id'] = leaf_id self.assertRoleAssignmentNotInListResponse(r, inher_up_entity) def test_get_effective_role_assignments_for_project_hierarchy(self): """Call ``GET /role_assignments?effective``. Test Plan: - Create 2 roles - Create a hierarchy of projects with one root and one leaf project - Issue the URL to add a non-inherited user role to the root project - Issue the URL to add an inherited user role to the root project - Issue the URL to get effective role assignments - this should return 1 role (non-inherited) on the root project and 1 role (inherited) on the leaf project. """ # Create default scenario root_id, leaf_id, non_inherited_role_id, inherited_role_id = ( self._setup_hierarchical_projects_scenario()) # Grant non-inherited role non_inher_up_entity = self.build_role_assignment_entity( project_id=root_id, user_id=self.user['id'], role_id=non_inherited_role_id) self.put(non_inher_up_entity['links']['assignment']) # Grant inherited role inher_up_entity = self.build_role_assignment_entity( project_id=root_id, user_id=self.user['id'], role_id=inherited_role_id, inherited_to_projects=True) self.put(inher_up_entity['links']['assignment']) # Get effective role assignments collection_url = '/role_assignments?effective' r = self.get(collection_url) self.assertValidRoleAssignmentListResponse(r, resource_url=collection_url) # Assert that the user has non-inherited role on root project self.assertRoleAssignmentInListResponse(r, non_inher_up_entity) # Assert that the user does not have inherited role on root project self.assertRoleAssignmentNotInListResponse(r, inher_up_entity) # Assert that the user does not have non-inherited role on leaf project non_inher_up_entity = self.build_role_assignment_entity( project_id=leaf_id, user_id=self.user['id'], role_id=non_inherited_role_id) self.assertRoleAssignmentNotInListResponse(r, non_inher_up_entity) # Assert that the user has inherited role on leaf project inher_up_entity['scope']['project']['id'] = leaf_id self.assertRoleAssignmentInListResponse(r, inher_up_entity) def test_project_id_specified_if_include_subtree_specified(self): """When using include_subtree, you must specify a project ID.""" r = self.get('/role_assignments?include_subtree=True', expected_status=http.client.BAD_REQUEST) error_msg = ("scope.project.id must be specified if include_subtree " "is also specified") self.assertEqual(error_msg, r.result['error']['message']) r = self.get('/role_assignments?scope.project.id&' 'include_subtree=True', expected_status=http.client.BAD_REQUEST) self.assertEqual(error_msg, r.result['error']['message']) def test_get_role_assignments_for_project_tree(self): """Get role_assignment?scope.project.id=X&include_subtree``. Test Plan: - Create 2 roles and a hierarchy of projects with one root and one leaf - Issue the URL to add a non-inherited user role to the root project and the leaf project - Issue the URL to get role assignments for the root project but not the subtree - this should return just the root assignment - Issue the URL to get role assignments for the root project and it's subtree - this should return both assignments - Check that explicitly setting include_subtree to False is the equivalent to not including it at all in the query. """ # Create default scenario root_id, leaf_id, non_inherited_role_id, unused_role_id = ( self._setup_hierarchical_projects_scenario()) # Grant non-inherited role to root and leaf projects non_inher_entity_root = self.build_role_assignment_entity( project_id=root_id, user_id=self.user['id'], role_id=non_inherited_role_id) self.put(non_inher_entity_root['links']['assignment']) non_inher_entity_leaf = self.build_role_assignment_entity( project_id=leaf_id, user_id=self.user['id'], role_id=non_inherited_role_id) self.put(non_inher_entity_leaf['links']['assignment']) # Without the subtree, we should get the one assignment on the # root project collection_url = ( '/role_assignments?scope.project.id=%(project)s' % { 'project': root_id}) r = self.get(collection_url) self.assertValidRoleAssignmentListResponse( r, resource_url=collection_url) self.assertThat(r.result['role_assignments'], matchers.HasLength(1)) self.assertRoleAssignmentInListResponse(r, non_inher_entity_root) # With the subtree, we should get both assignments collection_url = ( '/role_assignments?scope.project.id=%(project)s' '&include_subtree=True' % { 'project': root_id}) r = self.get(collection_url) self.assertValidRoleAssignmentListResponse( r, resource_url=collection_url) self.assertThat(r.result['role_assignments'], matchers.HasLength(2)) self.assertRoleAssignmentInListResponse(r, non_inher_entity_root) self.assertRoleAssignmentInListResponse(r, non_inher_entity_leaf) # With subtree=0, we should also only get the one assignment on the # root project collection_url = ( '/role_assignments?scope.project.id=%(project)s' '&include_subtree=0' % { 'project': root_id}) r = self.get(collection_url) self.assertValidRoleAssignmentListResponse( r, resource_url=collection_url) self.assertThat(r.result['role_assignments'], matchers.HasLength(1)) self.assertRoleAssignmentInListResponse(r, non_inher_entity_root) def test_get_effective_role_assignments_for_project_tree(self): """Get role_assignment ?project_id=X&include_subtree=True&effective``. Test Plan: - Create 2 roles and a hierarchy of projects with one root and 4 levels of child project - Issue the URL to add a non-inherited user role to the root project and a level 1 project - Issue the URL to add an inherited user role on the level 2 project - Issue the URL to get effective role assignments for the level 1 project and it's subtree - this should return a role (non-inherited) on the level 1 project and roles (inherited) on each of the level 2, 3 and 4 projects """ # Create default scenario root_id, leaf_id, non_inherited_role_id, inherited_role_id = ( self._setup_hierarchical_projects_scenario()) # Add some extra projects to the project hierarchy level2 = unit.new_project_ref(domain_id=self.domain['id'], parent_id=leaf_id) level3 = unit.new_project_ref(domain_id=self.domain['id'], parent_id=level2['id']) level4 = unit.new_project_ref(domain_id=self.domain['id'], parent_id=level3['id']) PROVIDERS.resource_api.create_project(level2['id'], level2) PROVIDERS.resource_api.create_project(level3['id'], level3) PROVIDERS.resource_api.create_project(level4['id'], level4) # Grant non-inherited role to root (as a spoiler) and to # the level 1 (leaf) project non_inher_entity_root = self.build_role_assignment_entity( project_id=root_id, user_id=self.user['id'], role_id=non_inherited_role_id) self.put(non_inher_entity_root['links']['assignment']) non_inher_entity_leaf = self.build_role_assignment_entity( project_id=leaf_id, user_id=self.user['id'], role_id=non_inherited_role_id) self.put(non_inher_entity_leaf['links']['assignment']) # Grant inherited role to level 2 inher_entity = self.build_role_assignment_entity( project_id=level2['id'], user_id=self.user['id'], role_id=inherited_role_id, inherited_to_projects=True) self.put(inher_entity['links']['assignment']) # Get effective role assignments collection_url = ( '/role_assignments?scope.project.id=%(project)s' '&include_subtree=True&effective' % { 'project': leaf_id}) r = self.get(collection_url) self.assertValidRoleAssignmentListResponse( r, resource_url=collection_url) # There should be three assignments returned in total self.assertThat(r.result['role_assignments'], matchers.HasLength(3)) # Assert that the user does not non-inherited role on root project self.assertRoleAssignmentNotInListResponse(r, non_inher_entity_root) # Assert that the user does have non-inherited role on leaf project self.assertRoleAssignmentInListResponse(r, non_inher_entity_leaf) # Assert that the user has inherited role on levels 3 and 4 inher_entity['scope']['project']['id'] = level3['id'] self.assertRoleAssignmentInListResponse(r, inher_entity) inher_entity['scope']['project']['id'] = level4['id'] self.assertRoleAssignmentInListResponse(r, inher_entity) def test_get_inherited_role_assignments_for_project_hierarchy(self): """Call ``GET /role_assignments?scope.OS-INHERIT:inherited_to``. Test Plan: - Create 2 roles - Create a hierarchy of projects with one root and one leaf project - Issue the URL to add a non-inherited user role to the root project - Issue the URL to add an inherited user role to the root project - Issue the URL to filter inherited to projects role assignments - this should return 1 role (inherited) on the root project. """ # Create default scenario root_id, leaf_id, non_inherited_role_id, inherited_role_id = ( self._setup_hierarchical_projects_scenario()) # Grant non-inherited role non_inher_up_entity = self.build_role_assignment_entity( project_id=root_id, user_id=self.user['id'], role_id=non_inherited_role_id) self.put(non_inher_up_entity['links']['assignment']) # Grant inherited role inher_up_entity = self.build_role_assignment_entity( project_id=root_id, user_id=self.user['id'], role_id=inherited_role_id, inherited_to_projects=True) self.put(inher_up_entity['links']['assignment']) # Get inherited role assignments collection_url = ('/role_assignments' '?scope.OS-INHERIT:inherited_to=projects') r = self.get(collection_url) self.assertValidRoleAssignmentListResponse(r, resource_url=collection_url) # Assert that the user does not have non-inherited role on root project self.assertRoleAssignmentNotInListResponse(r, non_inher_up_entity) # Assert that the user has inherited role on root project self.assertRoleAssignmentInListResponse(r, inher_up_entity) # Assert that the user does not have non-inherited role on leaf project non_inher_up_entity = self.build_role_assignment_entity( project_id=leaf_id, user_id=self.user['id'], role_id=non_inherited_role_id) self.assertRoleAssignmentNotInListResponse(r, non_inher_up_entity) # Assert that the user does not have inherited role on leaf project inher_up_entity['scope']['project']['id'] = leaf_id self.assertRoleAssignmentNotInListResponse(r, inher_up_entity) class ImpliedRolesTests(test_v3.RestfulTestCase, test_v3.AssignmentTestMixin, unit.TestCase): def _create_role(self): """Call ``POST /roles``.""" ref = unit.new_role_ref() r = self.post('/roles', body={'role': ref}) return self.assertValidRoleResponse(r, ref) def test_list_implied_roles_none(self): self.prior = self._create_role() url = '/roles/%s/implies' % (self.prior['id']) response = self.get(url).json["role_inference"] self.head(url, expected_status=http.client.OK) self.assertEqual(self.prior['id'], response['prior_role']['id']) self.assertEqual(0, len(response['implies'])) def _create_implied_role(self, prior, implied): self.put('/roles/%s/implies/%s' % (prior['id'], implied['id']), expected_status=http.client.CREATED) def _delete_implied_role(self, prior, implied): self.delete('/roles/%s/implies/%s' % (prior['id'], implied['id'])) def _setup_prior_two_implied(self): self.prior = self._create_role() self.implied1 = self._create_role() self._create_implied_role(self.prior, self.implied1) self.implied2 = self._create_role() self._create_implied_role(self.prior, self.implied2) def _assert_expected_implied_role_response( self, expected_prior_id, expected_implied_ids): r = self.get('/roles/%s/implies' % expected_prior_id) response = r.json role_inference = response['role_inference'] self.assertEqual(expected_prior_id, role_inference['prior_role']['id']) prior_link = '/v3/roles/' + expected_prior_id + '/implies' self.assertThat(response['links']['self'], matchers.EndsWith(prior_link)) actual_implied_ids = [implied['id'] for implied in role_inference['implies']] self.assertItemsEqual(expected_implied_ids, actual_implied_ids) self.assertIsNotNone(role_inference['prior_role']['links']['self']) for implied in role_inference['implies']: self.assertIsNotNone(implied['links']['self']) def _assert_expected_role_inference_rule_response( self, expected_prior_id, expected_implied_id): url = '/roles/%s/implies/%s' % (expected_prior_id, expected_implied_id) response = self.get(url).json self.assertThat(response['links']['self'], matchers.EndsWith('/v3%s' % url)) role_inference = response['role_inference'] prior_role = role_inference['prior_role'] self.assertEqual(expected_prior_id, prior_role['id']) self.assertIsNotNone(prior_role['name']) self.assertThat(prior_role['links']['self'], matchers.EndsWith('/v3/roles/%s' % expected_prior_id)) implied_role = role_inference['implies'] self.assertEqual(expected_implied_id, implied_role['id']) self.assertIsNotNone(implied_role['name']) self.assertThat(implied_role['links']['self'], matchers.EndsWith( '/v3/roles/%s' % expected_implied_id)) def _assert_two_roles_implied(self): self._assert_expected_implied_role_response( self.prior['id'], [self.implied1['id'], self.implied2['id']]) self._assert_expected_role_inference_rule_response( self.prior['id'], self.implied1['id']) self._assert_expected_role_inference_rule_response( self.prior['id'], self.implied2['id']) def _assert_one_role_implied(self): self._assert_expected_implied_role_response( self.prior['id'], [self.implied1['id']]) self.get('/roles/%s/implies/%s' % (self.prior['id'], self.implied2['id']), expected_status=http.client.NOT_FOUND) def _assert_two_rules_defined(self): r = self.get('/role_inferences/') rules = r.result['role_inferences'] self.assertEqual(self.prior['id'], rules[0]['prior_role']['id']) self.assertEqual(2, len(rules[0]['implies'])) implied_ids = [implied['id'] for implied in rules[0]['implies']] implied_names = [implied['name'] for implied in rules[0]['implies']] self.assertIn(self.implied1['id'], implied_ids) self.assertIn(self.implied2['id'], implied_ids) self.assertIn(self.implied1['name'], implied_names) self.assertIn(self.implied2['name'], implied_names) def _assert_one_rule_defined(self): r = self.get('/role_inferences/') rules = r.result['role_inferences'] self.assertEqual(self.prior['id'], rules[0]['prior_role']['id']) self.assertEqual(self.implied1['id'], rules[0]['implies'][0]['id']) self.assertEqual(self.implied1['name'], rules[0]['implies'][0]['name']) self.assertEqual(1, len(rules[0]['implies'])) def test_list_all_rules(self): self._setup_prior_two_implied() self._assert_two_rules_defined() self._delete_implied_role(self.prior, self.implied2) self._assert_one_rule_defined() def test_CRD_implied_roles(self): self._setup_prior_two_implied() self._assert_two_roles_implied() self._delete_implied_role(self.prior, self.implied2) self._assert_one_role_implied() def _create_three_roles(self): self.role_list = [] for _ in range(3): role = unit.new_role_ref() PROVIDERS.role_api.create_role(role['id'], role) self.role_list.append(role) def _create_test_domain_user_project(self): domain = unit.new_domain_ref() PROVIDERS.resource_api.create_domain(domain['id'], domain) user = unit.create_user(PROVIDERS.identity_api, domain_id=domain['id']) project = unit.new_project_ref(domain_id=domain['id']) PROVIDERS.resource_api.create_project(project['id'], project) return domain, user, project def _assign_top_role_to_user_on_project(self, user, project): PROVIDERS.assignment_api.add_role_to_user_and_project( user['id'], project['id'], self.role_list[0]['id']) def _build_effective_role_assignments_url(self, user): return '/role_assignments?effective&user.id=%(user_id)s' % { 'user_id': user['id']} def _assert_all_roles_in_assignment(self, response, user): # Now use the list role assignments api to check that all three roles # appear in the collection self.assertValidRoleAssignmentListResponse( response, expected_length=len(self.role_list), resource_url=self._build_effective_role_assignments_url(user)) def _assert_initial_assignment_in_effective(self, response, user, project): # The initial assignment should be there (the link url will be # generated and checked automatically since it matches the assignment) entity = self.build_role_assignment_entity( project_id=project['id'], user_id=user['id'], role_id=self.role_list[0]['id']) self.assertRoleAssignmentInListResponse(response, entity) def _assert_effective_role_for_implied_has_prior_in_links( self, response, user, project, prior_index, implied_index): # An effective role for an implied role will have the prior role # assignment in the links prior_link = '/prior_roles/%(prior)s/implies/%(implied)s' % { 'prior': self.role_list[prior_index]['id'], 'implied': self.role_list[implied_index]['id']} link = self.build_role_assignment_link( project_id=project['id'], user_id=user['id'], role_id=self.role_list[prior_index]['id']) entity = self.build_role_assignment_entity( link=link, project_id=project['id'], user_id=user['id'], role_id=self.role_list[implied_index]['id'], prior_link=prior_link) self.assertRoleAssignmentInListResponse(response, entity) def test_list_role_assignments_with_implied_roles(self): """Call ``GET /role_assignments`` with implied role grant. Test Plan: - Create a domain with a user and a project - Create 3 roles - Role 0 implies role 1 and role 1 implies role 2 - Assign the top role to the project - Issue the URL to check effective roles on project - this should return all 3 roles. - Check the links of the 3 roles indicate the prior role where appropriate """ (domain, user, project) = self._create_test_domain_user_project() self._create_three_roles() self._create_implied_role(self.role_list[0], self.role_list[1]) self._create_implied_role(self.role_list[1], self.role_list[2]) self._assign_top_role_to_user_on_project(user, project) response = self.get(self._build_effective_role_assignments_url(user)) r = response self._assert_all_roles_in_assignment(r, user) self._assert_initial_assignment_in_effective(response, user, project) self._assert_effective_role_for_implied_has_prior_in_links( response, user, project, 0, 1) self._assert_effective_role_for_implied_has_prior_in_links( response, user, project, 1, 2) def _create_named_role(self, name): role = unit.new_role_ref() role['name'] = name PROVIDERS.role_api.create_role(role['id'], role) return role def test_root_role_as_implied_role_forbidden(self): """Test root role is forbidden to be set as an implied role. Create 2 roles that are prohibited from being an implied role. Create 1 additional role which should be accepted as an implied role. Assure the prohibited role names cannot be set as an implied role. Assure the accepted role name which is not a member of the prohibited implied role list can be successfully set an implied role. """ prohibited_name1 = 'root1' prohibited_name2 = 'root2' accepted_name1 = 'implied1' prohibited_names = [prohibited_name1, prohibited_name2] self.config_fixture.config(group='assignment', prohibited_implied_role=prohibited_names) prior_role = self._create_role() prohibited_role1 = self._create_named_role(prohibited_name1) url = '/roles/{prior_role_id}/implies/{implied_role_id}'.format( prior_role_id=prior_role['id'], implied_role_id=prohibited_role1['id']) self.put(url, expected_status=http.client.FORBIDDEN) prohibited_role2 = self._create_named_role(prohibited_name2) url = '/roles/{prior_role_id}/implies/{implied_role_id}'.format( prior_role_id=prior_role['id'], implied_role_id=prohibited_role2['id']) self.put(url, expected_status=http.client.FORBIDDEN) accepted_role1 = self._create_named_role(accepted_name1) url = '/roles/{prior_role_id}/implies/{implied_role_id}'.format( prior_role_id=prior_role['id'], implied_role_id=accepted_role1['id']) self.put(url, expected_status=http.client.CREATED) def test_trusts_from_implied_role(self): self._create_three_roles() self._create_implied_role(self.role_list[0], self.role_list[1]) self._create_implied_role(self.role_list[1], self.role_list[2]) self._assign_top_role_to_user_on_project(self.user, self.project) # Create a trustee and assign the prior role to her trustee = unit.create_user( PROVIDERS.identity_api, domain_id=self.domain_id ) ref = unit.new_trust_ref( trustor_user_id=self.user['id'], trustee_user_id=trustee['id'], project_id=self.project['id'], role_ids=[self.role_list[0]['id']]) r = self.post('/OS-TRUST/trusts', body={'trust': ref}) trust = r.result['trust'] # Only the role that was specified is in the trust, NOT implied roles self.assertEqual(self.role_list[0]['id'], trust['roles'][0]['id']) self.assertThat(trust['roles'], matchers.HasLength(1)) # Authenticate as the trustee auth_data = self.build_authentication_request( user_id=trustee['id'], password=trustee['password'], trust_id=trust['id']) r = self.v3_create_token(auth_data) token = r.result['token'] self.assertThat(token['roles'], matchers.HasLength(len(self.role_list))) for role in token['roles']: self.assertIn(role, self.role_list) for role in self.role_list: self.assertIn(role, token['roles']) def test_trusts_from_domain_specific_implied_role(self): self._create_three_roles() # Overwrite the first role with a domain specific role role = unit.new_role_ref(domain_id=self.domain_id) self.role_list[0] = PROVIDERS.role_api.create_role(role['id'], role) self._create_implied_role(self.role_list[0], self.role_list[1]) self._create_implied_role(self.role_list[1], self.role_list[2]) self._assign_top_role_to_user_on_project(self.user, self.project) # Create a trustee and assign the prior role to her trustee = unit.create_user( PROVIDERS.identity_api, domain_id=self.domain_id ) ref = unit.new_trust_ref( trustor_user_id=self.user['id'], trustee_user_id=trustee['id'], project_id=self.project['id'], role_ids=[self.role_list[0]['id']]) r = self.post('/OS-TRUST/trusts', body={'trust': ref}) trust = r.result['trust'] # Only the role that was specified is in the trust, NOT implied roles self.assertEqual(self.role_list[0]['id'], trust['roles'][0]['id']) self.assertThat(trust['roles'], matchers.HasLength(1)) # Authenticate as the trustee auth_data = self.build_authentication_request( user_id=trustee['id'], password=trustee['password'], trust_id=trust['id']) r = self.v3_create_token(auth_data) token = r.result['token'] # The token should have the roles implies by the domain specific role, # but not the domain specific role itself. self.assertThat(token['roles'], matchers.HasLength(len(self.role_list) - 1)) for role in token['roles']: self.assertIn(role, self.role_list) for role in [self.role_list[1], self.role_list[2]]: self.assertIn(role, token['roles']) self.assertNotIn(self.role_list[0], token['roles']) def test_global_role_cannot_imply_domain_specific_role(self): domain = unit.new_domain_ref() PROVIDERS.resource_api.create_domain(domain['id'], domain) domain_role_ref = unit.new_role_ref(domain_id=domain['id']) domain_role = PROVIDERS.role_api.create_role( domain_role_ref['id'], domain_role_ref ) global_role_ref = unit.new_role_ref() global_role = PROVIDERS.role_api.create_role( global_role_ref['id'], global_role_ref ) self.put('/roles/%s/implies/%s' % (global_role['id'], domain_role['id']), expected_status=http.client.FORBIDDEN) class DomainSpecificRoleTests(test_v3.RestfulTestCase, unit.TestCase): def setUp(self): def create_role(domain_id=None): """Call ``POST /roles``.""" ref = unit.new_role_ref(domain_id=domain_id) r = self.post( '/roles', body={'role': ref}) return self.assertValidRoleResponse(r, ref) super(DomainSpecificRoleTests, self).setUp() self.domainA = unit.new_domain_ref() PROVIDERS.resource_api.create_domain(self.domainA['id'], self.domainA) self.domainB = unit.new_domain_ref() PROVIDERS.resource_api.create_domain(self.domainB['id'], self.domainB) self.global_role1 = create_role() self.global_role2 = create_role() # Since there maybe other global roles already created, let's count # them, so we can ensure we can check subsequent list responses # are correct r = self.get('/roles') self.existing_global_roles = len(r.result['roles']) # And now create some domain specific roles self.domainA_role1 = create_role(domain_id=self.domainA['id']) self.domainA_role2 = create_role(domain_id=self.domainA['id']) self.domainB_role = create_role(domain_id=self.domainB['id']) def test_get_and_list_domain_specific_roles(self): # Check we can get a domain specific role r = self.get('/roles/%s' % self.domainA_role1['id']) self.assertValidRoleResponse(r, self.domainA_role1) # If we list without specifying a domain, we should only get global # roles back. r = self.get('/roles') self.assertValidRoleListResponse( r, expected_length=self.existing_global_roles) self.assertRoleInListResponse(r, self.global_role1) self.assertRoleInListResponse(r, self.global_role2) self.assertRoleNotInListResponse(r, self.domainA_role1) self.assertRoleNotInListResponse(r, self.domainA_role2) self.assertRoleNotInListResponse(r, self.domainB_role) # Now list those in domainA, making sure that's all we get back r = self.get('/roles?domain_id=%s' % self.domainA['id']) self.assertValidRoleListResponse(r, expected_length=2) self.assertRoleInListResponse(r, self.domainA_role1) self.assertRoleInListResponse(r, self.domainA_role2) def test_update_domain_specific_roles(self): self.domainA_role1['name'] = uuid.uuid4().hex self.patch('/roles/%(role_id)s' % { 'role_id': self.domainA_role1['id']}, body={'role': self.domainA_role1}) r = self.get('/roles/%s' % self.domainA_role1['id']) self.assertValidRoleResponse(r, self.domainA_role1) def test_delete_domain_specific_roles(self): # Check delete only removes that one domain role self.delete('/roles/%(role_id)s' % { 'role_id': self.domainA_role1['id']}) self.get('/roles/%s' % self.domainA_role1['id'], expected_status=http.client.NOT_FOUND) # Now re-list those in domainA, making sure there's only one left r = self.get('/roles?domain_id=%s' % self.domainA['id']) self.assertValidRoleListResponse(r, expected_length=1) self.assertRoleInListResponse(r, self.domainA_role2) def test_same_domain_assignment(self): user = unit.create_user(PROVIDERS.identity_api, domain_id=self.domainA['id']) projectA = unit.new_project_ref(domain_id=self.domainA['id']) PROVIDERS.resource_api.create_project(projectA['id'], projectA) PROVIDERS.assignment_api.create_grant( self.domainA_role1['id'], user_id=user['id'], project_id=projectA['id'] ) def test_cross_domain_assignment_valid(self): user = unit.create_user(PROVIDERS.identity_api, domain_id=self.domainB['id']) projectA = unit.new_project_ref(domain_id=self.domainA['id']) PROVIDERS.resource_api.create_project(projectA['id'], projectA) # Positive: a role on domainA can be assigned to a user from domainB # but only for use on a project from domainA PROVIDERS.assignment_api.create_grant( self.domainA_role1['id'], user_id=user['id'], project_id=projectA['id'] ) def test_cross_domain_assignment_invalid(self): user = unit.create_user(PROVIDERS.identity_api, domain_id=self.domainB['id']) projectB = unit.new_project_ref(domain_id=self.domainB['id']) PROVIDERS.resource_api.create_project(projectB['id'], projectB) # Negative: a role on domainA can be assigned to a user from domainB # only for a project from domainA self.assertRaises(exception.DomainSpecificRoleMismatch, PROVIDERS.assignment_api.create_grant, self.domainA_role1['id'], user_id=user['id'], project_id=projectB['id']) def test_cross_domain_implied_roles_authentication(self): # Create a user in domainB user = unit.create_user(PROVIDERS.identity_api, domain_id=self.domainB['id']) # Create project in domainA projectA = unit.new_project_ref(domain_id=self.domainA['id']) PROVIDERS.resource_api.create_project(projectA['id'], projectA) # Now we create an implied rule from a role in domainA to a # role in domainB self.put('/roles/%s/implies/%s' % (self.domainA_role1['id'], self.domainB_role['id']), expected_status=http.client.CREATED) # A role in domainA can be assigned to a user from domainB # only for a project from domainA PROVIDERS.assignment_api.create_grant( self.domainA_role1['id'], user_id=user['id'], project_id=projectA['id'] ) # The role assignments should return an empty list since domain roles # can only be used to imply another roles assignments = PROVIDERS.assignment_api.list_role_assignments( user_id=user['id'], effective=True) self.assertEqual([], assignments) # This also means we can't authenticate using the existing assignment auth_body = self.build_authentication_request( user_id=user['id'], password=user['password'], project_id=projectA['id']) self.post('/auth/tokens', body=auth_body, expected_status=http.client.UNAUTHORIZED) class ListUserProjectsTestCase(test_v3.RestfulTestCase): """Test for /users/<user>/projects.""" def load_sample_data(self): # do not load base class's data, keep it focused on the tests self.auths = [] self.domains = [] self.projects = [] self.roles = [] self.users = [] root_domain = unit.new_domain_ref( id=resource_base.NULL_DOMAIN_ID, name=resource_base.NULL_DOMAIN_ID ) self.resource_api.create_domain(resource_base.NULL_DOMAIN_ID, root_domain) # Create 3 sets of domain, roles, projects, and users to demonstrate # the right user's data is loaded and only projects they can access # are returned. for _ in range(3): domain = unit.new_domain_ref() PROVIDERS.resource_api.create_domain(domain['id'], domain) user = unit.create_user( PROVIDERS.identity_api, domain_id=domain['id'] ) role = unit.new_role_ref() PROVIDERS.role_api.create_role(role['id'], role) PROVIDERS.assignment_api.create_grant( role['id'], user_id=user['id'], domain_id=domain['id'] ) project = unit.new_project_ref(domain_id=domain['id']) PROVIDERS.resource_api.create_project(project['id'], project) PROVIDERS.assignment_api.create_grant( role['id'], user_id=user['id'], project_id=project['id'] ) auth = self.build_authentication_request( user_id=user['id'], password=user['password'], domain_id=domain['id']) self.auths.append(auth) self.domains.append(domain) self.projects.append(project) self.roles.append(role) self.users.append(user) def test_list_head_all(self): for i in range(len(self.users)): user = self.users[i] auth = self.auths[i] url = '/users/%s/projects' % user['id'] result = self.get(url, auth=auth) projects_result = result.json['projects'] self.assertEqual(1, len(projects_result)) self.assertEqual(self.projects[i]['id'], projects_result[0]['id']) self.head(url, auth=auth, expected_status=http.client.OK) def test_list_enabled(self): for i in range(len(self.users)): user = self.users[i] auth = self.auths[i] # There are no disabled projects url = '/users/%s/projects?enabled=True' % user['id'] result = self.get(url, auth=auth) projects_result = result.json['projects'] self.assertEqual(1, len(projects_result)) self.assertEqual(self.projects[i]['id'], projects_result[0]['id']) def test_list_disabled(self): for i in range(len(self.users)): user = self.users[i] auth = self.auths[i] project = self.projects[i] # There are no disabled projects url = '/users/%s/projects?enabled=False' % user['id'] result = self.get(url, auth=auth) self.assertEqual(0, len(result.json['projects'])) # disable this one and check again project['enabled'] = False PROVIDERS.resource_api.update_project(project['id'], project) result = self.get(url, auth=auth) projects_result = result.json['projects'] self.assertEqual(1, len(projects_result)) self.assertEqual(self.projects[i]['id'], projects_result[0]['id']) def test_list_by_domain_id(self): for i in range(len(self.users)): user = self.users[i] domain = self.domains[i] auth = self.auths[i] # Try looking for projects with a non-existent domain_id url = '/users/%s/projects?domain_id=%s' % (user['id'], uuid.uuid4().hex) result = self.get(url, auth=auth) self.assertEqual(0, len(result.json['projects'])) # Now try a valid one url = '/users/%s/projects?domain_id=%s' % (user['id'], domain['id']) result = self.get(url, auth=auth) projects_result = result.json['projects'] self.assertEqual(1, len(projects_result)) self.assertEqual(self.projects[i]['id'], projects_result[0]['id']) # FIXME(lbragstad): These tests contain system-level API calls, which means # they will log a warning message if they are called with a project-scoped # token, regardless of the role assignment on the project. We need to fix # them by using a proper system-scoped admin token to make the call instead # of a project scoped token. class UserSystemRoleAssignmentTestCase(test_v3.RestfulTestCase, SystemRoleAssignmentMixin): def test_assign_system_role_to_user(self): system_role_id = self._create_new_role() # assign the user a role on the system member_url = ( '/system/users/%(user_id)s/roles/%(role_id)s' % { 'user_id': self.user['id'], 'role_id': system_role_id } ) self.put(member_url) # validate the role assignment self.head(member_url) # list system roles collection_url = ( '/system/users/%(user_id)s/roles' % {'user_id': self.user['id']} ) roles = self.get(collection_url).json_body['roles'] self.assertEqual(len(roles), 1) self.assertEqual(roles[0]['id'], system_role_id) self.head(collection_url, expected_status=http.client.OK) response = self.get( '/role_assignments?scope.system=all&user.id=%(user_id)s' % { 'user_id': self.user['id'] } ) self.assertValidRoleAssignmentListResponse(response) def test_list_role_assignments_for_user_returns_all_assignments(self): system_role_id = self._create_new_role() # assign the user a role on the system member_url = '/system/users/%(user_id)s/roles/%(role_id)s' % { 'user_id': self.user['id'], 'role_id': system_role_id } self.put(member_url) # the response should contain one role assignment for the system role # and one for a role that was setup during setUp(). response = self.get( '/role_assignments?user.id=%(user_id)s' % { 'user_id': self.user['id'] } ) self.assertValidRoleAssignmentListResponse(response, expected_length=2) def test_list_system_roles_for_user_returns_none_without_assignment(self): # list system roles for user collection_url = '/system/users/%(user_id)s/roles' % { 'user_id': self.user['id'] } response = self.get(collection_url) # assert that the user doesn't have any system role assignments, which # is denoted by an empty list self.assertEqual(response.json_body['roles'], []) response = self.get( '/role_assignments?scope.system=all&user.id=%(user_id)s' % { 'user_id': self.user['id'] } ) self.assertEqual(len(response.json_body['role_assignments']), 0) self.assertValidRoleAssignmentListResponse(response) def test_list_system_roles_for_user_does_not_return_project_roles(self): system_role_id = self._create_new_role() # assign the user a role on the system member_url = '/system/users/%(user_id)s/roles/%(role_id)s' % { 'user_id': self.user['id'], 'role_id': system_role_id } self.put(member_url) # list project role assignments and save the role id of that # assignment, this assignment was created during setUp response = self.get( '/projects/%(project_id)s/users/%(user_id)s/roles' % { 'project_id': self.project['id'], 'user_id': self.user['id'] } ) self.assertEqual(len(response.json_body['roles']), 1) project_role_id = response.json_body['roles'][0]['id'] # list system role assignments collection_url = '/system/users/%(user_id)s/roles' % { 'user_id': self.user['id'] } response = self.get(collection_url) # assert the project role assignment is not in the system role # assignments for role in response.json_body['roles']: self.assertNotEqual(role['id'], project_role_id) # make sure the role_assignment API filters correctly based on system # scope response = self.get( '/role_assignments?scope.system=all&user.id=%(user_id)s' % { 'user_id': self.user['id'] } ) self.assertEqual(len(response.json_body['role_assignments']), 1) system_assignment = response.json_body['role_assignments'][0] self.assertEqual(system_assignment['role']['id'], system_role_id) self.assertTrue(system_assignment['scope']['system']['all']) # make sure the role_assignment API doesn't include the system role # assignment when we filter based on project path = ( '/role_assignments?scope.project.id=%(project_id)s&' 'user.id=%(user_id)s' ) % {'project_id': self.project['id'], 'user_id': self.user['id']} response = self.get(path) self.assertEqual(len(response.json_body['role_assignments']), 1) project_assignment = response.json_body['role_assignments'][0] self.assertEqual(project_assignment['role']['id'], project_role_id) def test_list_system_roles_for_user_does_not_return_domain_roles(self): system_role_id = self._create_new_role() domain_role_id = self._create_new_role() # assign a role to the user on a domain domain_member_url = ( '/domains/%(domain_id)s/users/%(user_id)s/roles/%(role_id)s' % { 'domain_id': self.user['domain_id'], 'user_id': self.user['id'], 'role_id': domain_role_id } ) self.put(domain_member_url) # assign the user a role on the system member_url = '/system/users/%(user_id)s/roles/%(role_id)s' % { 'user_id': self.user['id'], 'role_id': system_role_id } self.put(member_url) # list domain role assignments response = self.get( '/domains/%(domain_id)s/users/%(user_id)s/roles' % { 'domain_id': self.user['domain_id'], 'user_id': self.user['id'] } ) self.assertEqual(len(response.json_body['roles']), 1) # list system role assignments collection_url = '/system/users/%(user_id)s/roles' % { 'user_id': self.user['id'] } response = self.get(collection_url) # assert the domain role assignment is not in the system role # assignments for role in response.json_body['roles']: self.assertNotEqual(role['id'], domain_role_id) # make sure the role_assignment API filters correctly based on system # scope response = self.get( '/role_assignments?scope.system=all&user.id=%(user_id)s' % { 'user_id': self.user['id'] } ) self.assertEqual(len(response.json_body['role_assignments']), 1) system_assignment = response.json_body['role_assignments'][0] self.assertEqual(system_assignment['role']['id'], system_role_id) self.assertTrue(system_assignment['scope']['system']['all']) # make sure the role_assignment API doesn't include the system role # assignment when we filter based on domain path = ( '/role_assignments?scope.domain.id=%(domain_id)s&' 'user.id=%(user_id)s' ) % {'domain_id': self.user['domain_id'], 'user_id': self.user['id']} response = self.get(path) self.assertEqual(len(response.json_body['role_assignments']), 1) domain_assignment = response.json_body['role_assignments'][0] self.assertEqual(domain_assignment['role']['id'], domain_role_id) def test_check_user_has_system_role_when_assignment_exists(self): system_role_id = self._create_new_role() # assign the user a role on the system member_url = '/system/users/%(user_id)s/roles/%(role_id)s' % { 'user_id': self.user['id'], 'role_id': system_role_id } self.put(member_url) # check the user has the system role assignment self.head(member_url) def test_check_user_does_not_have_system_role_without_assignment(self): system_role_id = self._create_new_role() # check the user does't have the system role assignment member_url = '/system/users/%(user_id)s/roles/%(role_id)s' % { 'user_id': self.user['id'], 'role_id': system_role_id } self.head(member_url, expected_status=http.client.NOT_FOUND) response = self.get( '/role_assignments?scope.system=all&user.id=%(user_id)s' % { 'user_id': self.user['id'] } ) self.assertEqual(len(response.json_body['role_assignments']), 0) self.assertValidRoleAssignmentListResponse(response) def test_unassign_system_role_from_user(self): system_role_id = self._create_new_role() # assign the user a role on the system member_url = '/system/users/%(user_id)s/roles/%(role_id)s' % { 'user_id': self.user['id'], 'role_id': system_role_id } self.put(member_url) # ensure the user has the role assignment self.head(member_url) response = self.get( '/role_assignments?scope.system=all&user.id=%(user_id)s' % { 'user_id': self.user['id'] } ) self.assertEqual(len(response.json_body['role_assignments']), 1) self.assertValidRoleAssignmentListResponse(response) # remove the system role assignment from the user self.delete(member_url) # ensure the user doesn't have any system role assignments collection_url = '/system/users/%(user_id)s/roles' % { 'user_id': self.user['id'] } response = self.get(collection_url) self.assertEqual(len(response.json_body['roles']), 0) response = self.get( '/role_assignments?scope.system=all&user.id=%(user_id)s' % { 'user_id': self.user['id'] } ) self.assertValidRoleAssignmentListResponse(response, expected_length=0) def test_query_for_system_scope_and_domain_scope_fails(self): # When asking for assignments and providing query parameters, we # shouldn't be able to ask for two different types of scope. This is # also true for project + domain scope. path = ( '/role_assignments?scope.system=all' '&scope.domain.id=%(domain_id)s' ) % {'domain_id': self.domain_id} self.get(path, expected_status=http.client.BAD_REQUEST) def test_query_for_system_scope_and_project_scope_fails(self): # When asking for assignments and providing query parameters, we # shouldn't be able to ask for two different types of scope. This is # also true for project + domain scope. path = ( '/role_assignments?scope.system=all' '&scope.project.id=%(project_id)s' ) % {'project_id': self.project_id} self.get(path, expected_status=http.client.BAD_REQUEST) def test_query_for_role_id_does_not_return_system_user_roles(self): system_role_id = self._create_new_role() # assign the user a role on the system member_url = '/system/users/%(user_id)s/roles/%(role_id)s' % { 'user_id': self.user['id'], 'role_id': system_role_id } self.put(member_url) # Make sure we only get one role assignment back since the system role # assignment shouldn't be returned. path = ( '/role_assignments?role.id=%(role_id)s&user.id=%(user_id)s' ) % {'role_id': self.role_id, 'user_id': self.user['id']} response = self.get(path) self.assertValidRoleAssignmentListResponse(response, expected_length=1) # FIXME(lbragstad): These tests contain system-level API calls, which means # they will log a warning message if they are called with a project-scoped # token, regardless of the role assignment on the project. We need to fix # them by using a proper system-scoped admin token to make the call instead # of a project scoped token. class GroupSystemRoleAssignmentTestCase(test_v3.RestfulTestCase, SystemRoleAssignmentMixin): def test_assign_system_role_to_group(self): system_role_id = self._create_new_role() group = self._create_group() # assign the role to the group globally member_url = '/system/groups/%(group_id)s/roles/%(role_id)s' % { 'group_id': group['id'], 'role_id': system_role_id } self.put(member_url) # validate the role assignment self.head(member_url) # list global roles collection_url = '/system/groups/%(group_id)s/roles' % { 'group_id': group['id'] } roles = self.get(collection_url).json_body['roles'] self.assertEqual(len(roles), 1) self.assertEqual(roles[0]['id'], system_role_id) self.head(collection_url, expected_status=http.client.OK) response = self.get( '/role_assignments?scope.system=all&group.id=%(group_id)s' % { 'group_id': group['id'] } ) self.assertValidRoleAssignmentListResponse(response, expected_length=1) self.assertEqual( response.json_body['role_assignments'][0]['role']['id'], system_role_id ) def test_assign_system_role_to_non_existant_group_fails(self): system_role_id = self._create_new_role() group_id = uuid.uuid4().hex # assign the role to the group globally member_url = '/system/groups/%(group_id)s/roles/%(role_id)s' % { 'group_id': group_id, 'role_id': system_role_id } self.put(member_url, expected_status=http.client.NOT_FOUND) def test_list_role_assignments_for_group_returns_all_assignments(self): system_role_id = self._create_new_role() group = self._create_group() # assign the role to the group globally and on a single project member_url = '/system/groups/%(group_id)s/roles/%(role_id)s' % { 'group_id': group['id'], 'role_id': system_role_id } self.put(member_url) member_url = ( '/projects/%(project_id)s/groups/%(group_id)s/' 'roles/%(role_id)s' ) % { 'project_id': self.project_id, 'group_id': group['id'], 'role_id': system_role_id } self.put(member_url) # make sure both assignments exist in the response, there should be two response = self.get( '/role_assignments?group.id=%(group_id)s' % { 'group_id': group['id'] } ) self.assertValidRoleAssignmentListResponse(response, expected_length=2) def test_list_system_roles_for_group_returns_none_without_assignment(self): group = self._create_group() # list global roles for group collection_url = '/system/groups/%(group_id)s/roles' % { 'group_id': group['id'] } response = self.get(collection_url) # assert that the group doesn't have any system role assignments, which # is denoted by an empty list self.assertEqual(response.json_body['roles'], []) response = self.get( '/role_assignments?scope.system=all&group.id=%(group_id)s' % { 'group_id': group['id'] } ) self.assertValidRoleAssignmentListResponse(response, expected_length=0) def test_list_system_roles_for_group_does_not_return_project_roles(self): system_role_id = self._create_new_role() project_role_id = self._create_new_role() group = self._create_group() # assign the group a role on the system and a role on a project member_url = '/system/groups/%(group_id)s/roles/%(role_id)s' % { 'group_id': group['id'], 'role_id': system_role_id } self.put(member_url) member_url = ( '/projects/%(project_id)s/groups/%(group_id)s/' 'roles/%(role_id)s' ) % { 'project_id': self.project_id, 'group_id': group['id'], 'role_id': project_role_id } self.put(member_url) # list system role assignments collection_url = '/system/groups/%(group_id)s/roles' % { 'group_id': group['id'] } response = self.get(collection_url) # assert the project role assignment is not in the system role # assignments for role in response.json_body['roles']: self.assertNotEqual(role['id'], project_role_id) response = self.get( '/role_assignments?scope.system=all&group.id=%(group_id)s' % { 'group_id': group['id'] } ) self.assertValidRoleAssignmentListResponse(response, expected_length=1) def test_list_system_roles_for_group_does_not_return_domain_roles(self): system_role_id = self._create_new_role() domain_role_id = self._create_new_role() group = self._create_group() # assign a role to the group on a domain domain_member_url = ( '/domains/%(domain_id)s/groups/%(group_id)s/' 'roles/%(role_id)s' % { 'domain_id': group['domain_id'], 'group_id': group['id'], 'role_id': domain_role_id } ) self.put(domain_member_url) # assign the group a role on the system member_url = '/system/groups/%(group_id)s/roles/%(role_id)s' % { 'group_id': group['id'], 'role_id': system_role_id } self.put(member_url) # list domain role assignments response = self.get( '/domains/%(domain_id)s/groups/%(group_id)s/roles' % { 'domain_id': group['domain_id'], 'group_id': group['id'] } ) self.assertEqual(len(response.json_body['roles']), 1) # list system role assignments collection_url = '/system/groups/%(group_id)s/roles' % { 'group_id': group['id'] } response = self.get(collection_url) # assert the domain role assignment is not in the system role # assignments for role in response.json_body['roles']: self.assertNotEqual(role['id'], domain_role_id) response = self.get( '/role_assignments?scope.system=all&group.id=%(group_id)s' % { 'group_id': group['id'] } ) self.assertValidRoleAssignmentListResponse(response, expected_length=1) def test_check_group_has_system_role_when_assignment_exists(self): system_role_id = self._create_new_role() group = self._create_group() # assign the group a role on the system member_url = '/system/groups/%(group_id)s/roles/%(role_id)s' % { 'group_id': group['id'], 'role_id': system_role_id } self.put(member_url) # check the group has the system role assignment self.head(member_url) response = self.get( '/role_assignments?scope.system=all&group.id=%(group_id)s' % { 'group_id': group['id'] } ) self.assertValidRoleAssignmentListResponse(response, expected_length=1) self.assertEqual( response.json_body['role_assignments'][0]['role']['id'], system_role_id ) def test_check_group_does_not_have_system_role_without_assignment(self): system_role_id = self._create_new_role() group = self._create_group() # check the group does't have the system role assignment member_url = '/system/groups/%(group_id)s/roles/%(role_id)s' % { 'group_id': group['id'], 'role_id': system_role_id } self.head(member_url, expected_status=http.client.NOT_FOUND) response = self.get( '/role_assignments?scope.system=all&group.id=%(group_id)s' % { 'group_id': group['id'] } ) self.assertValidRoleAssignmentListResponse(response, expected_length=0) def test_unassign_system_role_from_group(self): system_role_id = self._create_new_role() group = self._create_group() # assign the group a role on the system member_url = '/system/groups/%(group_id)s/roles/%(role_id)s' % { 'group_id': group['id'], 'role_id': system_role_id } self.put(member_url) # ensure the group has the role assignment self.head(member_url) response = self.get( '/role_assignments?scope.system=all&group.id=%(group_id)s' % { 'group_id': group['id'] } ) self.assertEqual(len(response.json_body['role_assignments']), 1) self.assertValidRoleAssignmentListResponse(response) # remove the system role assignment from the group self.delete(member_url) # ensure the group doesn't have any system role assignments collection_url = '/system/groups/%(group_id)s/roles' % { 'group_id': group['id'] } response = self.get(collection_url) self.assertEqual(len(response.json_body['roles']), 0) response = self.get( '/role_assignments?scope.system=all&group.id=%(group_id)s' % { 'group_id': group['id'] } ) self.assertValidRoleAssignmentListResponse(response, expected_length=0) def test_query_for_role_id_does_not_return_system_group_roles(self): system_role_id = self._create_new_role() group = self._create_group() # assign the group a role on the system member_url = '/system/groups/%(group_id)s/roles/%(role_id)s' % { 'group_id': group['id'], 'role_id': system_role_id } self.put(member_url) # assign the group a role on the system member_url = ( '/projects/%(project_id)s/groups/%(group_id)s/roles/%(role_id)s' % {'project_id': self.project_id, 'group_id': group['id'], 'role_id': self.role_id} ) self.put(member_url) # Make sure we only get one role assignment back since the system role # assignment shouldn't be returned. path = ( '/role_assignments?role.id=%(role_id)s&group.id=%(group_id)s' ) % {'role_id': self.role_id, 'group_id': group['id']} response = self.get(path) self.assertValidRoleAssignmentListResponse(response, expected_length=1)
43.434965
79
0.628166
21,383
175,651
4.906047
0.031614
0.024365
0.01487
0.029512
0.814167
0.772139
0.735268
0.705336
0.675834
0.649953
0
0.005015
0.275723
175,651
4,043
80
43.445709
0.819588
0.191032
0
0.639313
0
0
0.098023
0.052226
0
0
0
0.000247
0.119084
1
0.055725
false
0.004962
0.00458
0.000382
0.072901
0
0
0
0
null
0
0
0
1
1
1
1
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
null
0
0
0
0
0
0
0
0
0
0
0
0
0
5
8a23dbe8e2d12d3a5feea4e2c5b3fc204f837e5d
10
py
Python
python/testData/console/indent7.after.py
jnthn/intellij-community
8fa7c8a3ace62400c838e0d5926a7be106aa8557
[ "Apache-2.0" ]
2
2019-04-28T07:48:50.000Z
2020-12-11T14:18:08.000Z
python/testData/console/indent7.after.py
Cyril-lamirand/intellij-community
60ab6c61b82fc761dd68363eca7d9d69663cfa39
[ "Apache-2.0" ]
173
2018-07-05T13:59:39.000Z
2018-08-09T01:12:03.000Z
python/testData/console/indent7.after.py
Cyril-lamirand/intellij-community
60ab6c61b82fc761dd68363eca7d9d69663cfa39
[ "Apache-2.0" ]
2
2020-03-15T08:57:37.000Z
2020-04-07T04:48:14.000Z
print(1)
10
10
0.6
2
10
3
1
0
0
0
0
0
0
0
0
0
0
0.125
0.2
10
1
10
10
0.625
0
0
0
0
0
0
0
0
0
0
0
0
0
null
null
0
0
null
null
1
1
1
0
null
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
null
0
0
0
0
1
0
0
0
0
0
0
1
0
5
8a7f754432204bffd274f53972f0d99bc17086e5
118
py
Python
polyaxon/db/admin/job_resources.py
elyase/polyaxon
1c19f059a010a6889e2b7ea340715b2bcfa382a0
[ "MIT" ]
null
null
null
polyaxon/db/admin/job_resources.py
elyase/polyaxon
1c19f059a010a6889e2b7ea340715b2bcfa382a0
[ "MIT" ]
null
null
null
polyaxon/db/admin/job_resources.py
elyase/polyaxon
1c19f059a010a6889e2b7ea340715b2bcfa382a0
[ "MIT" ]
null
null
null
from django.contrib import admin from db.models.job_resources import JobResources admin.site.register(JobResources)
19.666667
48
0.847458
16
118
6.1875
0.75
0
0
0
0
0
0
0
0
0
0
0
0.09322
118
5
49
23.6
0.925234
0
0
0
0
0
0
0
0
0
0
0
0
1
0
true
0
0.666667
0
0.666667
0
1
0
0
null
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
null
0
0
0
0
0
0
1
0
1
0
1
0
0
5
8a7fb03f3abaa9ff95210abc3bc840c8008d9076
41
py
Python
tinylinks/tests/test_app/models.py
brad/django-tinylinks
b3ae58ebe0d0292b7f618e9b0f1a08d2fb61b173
[ "MIT" ]
11
2016-11-27T15:46:42.000Z
2021-07-31T14:03:54.000Z
tinylinks/tests/test_app/models.py
brad/django-tinylinks
b3ae58ebe0d0292b7f618e9b0f1a08d2fb61b173
[ "MIT" ]
2
2016-12-27T19:53:59.000Z
2017-05-26T07:12:02.000Z
tinylinks/tests/test_app/models.py
brad/django-tinylinks
b3ae58ebe0d0292b7f618e9b0f1a08d2fb61b173
[ "MIT" ]
5
2015-02-01T01:10:31.000Z
2015-10-29T18:48:59.000Z
"""Dummy model needed for tests.""" pass
13.666667
35
0.682927
6
41
4.666667
1
0
0
0
0
0
0
0
0
0
0
0
0.146341
41
2
36
20.5
0.8
0.707317
0
0
0
0
0
0
0
0
0
0
0
1
0
true
1
0
0
0
0
1
1
0
null
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
null
0
0
0
0
0
0
1
1
0
0
0
0
0
5
8ab58aaa336c1e253b3a0048b5e6954db5635335
276
py
Python
backend/app/schemas/__init__.py
kommurisaikumar/savings-manager-server
ed699abddf3cecdd4056aaee0129fbb1ef3762f6
[ "MIT" ]
null
null
null
backend/app/schemas/__init__.py
kommurisaikumar/savings-manager-server
ed699abddf3cecdd4056aaee0129fbb1ef3762f6
[ "MIT" ]
null
null
null
backend/app/schemas/__init__.py
kommurisaikumar/savings-manager-server
ed699abddf3cecdd4056aaee0129fbb1ef3762f6
[ "MIT" ]
null
null
null
from .users import User, UserCreate, UserUpdate from .transactions import Transaction, TransactionCreate, TransactionUpdate from .accounts import Account, AccountList, AccountSingle, AccountCreate, AccountUpdate from .categories import Category, CategoryCreate, CategoryUpdate
69
87
0.858696
26
276
9.115385
0.769231
0
0
0
0
0
0
0
0
0
0
0
0.09058
276
4
88
69
0.944223
0
0
0
0
0
0
0
0
0
0
0
0
1
0
true
0
1
0
1
0
1
0
0
null
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
null
0
0
0
0
0
0
1
0
1
0
1
0
0
5
76d7b41b848ee61c162f4bba8b9bb68353d44d98
45
py
Python
dj_twitter_clone_app/core_config/settings/staging.py
ivanprytula/dj_demo_app
49ca506b22d3d99608e192b28787e185b39d3c24
[ "MIT" ]
null
null
null
dj_twitter_clone_app/core_config/settings/staging.py
ivanprytula/dj_demo_app
49ca506b22d3d99608e192b28787e185b39d3c24
[ "MIT" ]
null
null
null
dj_twitter_clone_app/core_config/settings/staging.py
ivanprytula/dj_demo_app
49ca506b22d3d99608e192b28787e185b39d3c24
[ "MIT" ]
null
null
null
"""Placeholder/template for staging envs."""
22.5
44
0.733333
5
45
6.6
1
0
0
0
0
0
0
0
0
0
0
0
0.088889
45
1
45
45
0.804878
0.844444
0
null
0
null
0
0
null
0
0
0
null
1
null
true
0
0
null
null
null
1
1
0
null
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
0
0
0
0
0
null
0
0
0
0
0
0
1
0
0
0
0
0
0
5
76eba1361f488fe5c5dadbe9595a11b254abd926
870
py
Python
rsqueakvm/model/__init__.py
shiplift/RSqueakOnABoat
ac449758ddb7aef1721e65a13171547761dd6e39
[ "BSD-3-Clause" ]
44
2015-02-08T09:38:46.000Z
2017-11-15T01:19:40.000Z
rsqueakvm/model/__init__.py
shiplift/RSqueakOnABoat
ac449758ddb7aef1721e65a13171547761dd6e39
[ "BSD-3-Clause" ]
112
2015-02-08T09:34:40.000Z
2017-04-10T19:06:30.000Z
rsqueakvm/model/__init__.py
shiplift/RSqueakOnABoat
ac449758ddb7aef1721e65a13171547761dd6e39
[ "BSD-3-Clause" ]
7
2015-04-08T11:49:10.000Z
2017-01-19T06:36:27.000Z
""" Squeak model. W_Object W_SmallInteger W_MutableSmallInteger W_AbstractObjectWithIdentityHash W_AbstractFloat W_Float W_MutableFloat W_Character W_PointersObject W_AbstractObjectWithClassReference W_LargeInteger W_LargeIntegerWord W_LargeIntegerBig W_BytesObject W_WordsObject W_CompiledMethod W_SpurCompiledMethod W_PreSpurCompiledMethod """ from rsqueakvm.model.base import * from rsqueakvm.model.character import * from rsqueakvm.model.compiled_methods import * # from rsqueakvm.model.display import * from rsqueakvm.model.numeric import * from rsqueakvm.model.pointers import * from rsqueakvm.model.variable import *
28.064516
46
0.625287
74
870
7.094595
0.418919
0.173333
0.24
0.274286
0
0
0
0
0
0
0
0
0.341379
870
30
47
29
0.91623
0.713793
0
0
0
0
0
0
0
0
0
0
0
1
0
true
0
1
0
1
0
0
0
0
null
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
null
0
0
0
0
0
0
1
0
1
0
1
0
0
5
0a1c4786888ba534eda7784354ef48e759ceac1e
40
py
Python
version.py
XioNoX/ansible-junos-stdlib-old
92f33b3bbe6d2cc36d9f2028bb7c792f25ddce80
[ "Apache-2.0", "BSD-3-Clause" ]
null
null
null
version.py
XioNoX/ansible-junos-stdlib-old
92f33b3bbe6d2cc36d9f2028bb7c792f25ddce80
[ "Apache-2.0", "BSD-3-Clause" ]
null
null
null
version.py
XioNoX/ansible-junos-stdlib-old
92f33b3bbe6d2cc36d9f2028bb7c792f25ddce80
[ "Apache-2.0", "BSD-3-Clause" ]
null
null
null
VERSION = "1.4.0" DATE = "2016-Sept-21"
13.333333
21
0.6
8
40
3
1
0
0
0
0
0
0
0
0
0
0
0.264706
0.15
40
2
22
20
0.441176
0
0
0
0
0
0.425
0
0
0
0
0
0
1
0
false
0
0
0
0
0
1
1
0
null
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
0
1
0
0
0
0
0
0
0
null
0
0
0
0
0
0
0
0
0
0
0
0
0
5
0a33db09aef1c74c5ffed0995a5bf7a3bfec7f84
13,403
py
Python
tests/python/unittest/test_tir_schedule_compute_inline.py
xiebaiyuan/tvm
726239d788e3b90cbe4818271ca5361c46d8d246
[ "Zlib", "Unlicense", "Apache-2.0", "BSD-2-Clause", "MIT", "ECL-2.0" ]
null
null
null
tests/python/unittest/test_tir_schedule_compute_inline.py
xiebaiyuan/tvm
726239d788e3b90cbe4818271ca5361c46d8d246
[ "Zlib", "Unlicense", "Apache-2.0", "BSD-2-Clause", "MIT", "ECL-2.0" ]
null
null
null
tests/python/unittest/test_tir_schedule_compute_inline.py
xiebaiyuan/tvm
726239d788e3b90cbe4818271ca5361c46d8d246
[ "Zlib", "Unlicense", "Apache-2.0", "BSD-2-Clause", "MIT", "ECL-2.0" ]
null
null
null
# Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (the # "License"); you may not use this file except in compliance # with the License. You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, # software distributed under the License is distributed on an # "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY # KIND, either express or implied. See the License for the # specific language governing permissions and limitations # under the License. # pylint: disable=missing-function-docstring,missing-module-docstring import pytest import tvm from tvm import tir from tvm.script import ty # pylint: disable=no-member,invalid-name,unused-variable @tvm.script.tir def elementwise(a: ty.handle, c: ty.handle) -> None: A = tir.match_buffer(a, (128, 128)) B = tir.alloc_buffer((128, 128)) C = tir.match_buffer(c, (128, 128)) with tir.block([128, 128], "B") as [vi, vj]: B[vi, vj] = A[vi, vj] * 2.0 with tir.block([128, 128], "C") as [vi, vj]: C[vi, vj] = B[vi, vj] + 1.0 @tvm.script.tir def elementwise_multi_producer_consumer(a: ty.handle, c: ty.handle, d: ty.handle) -> None: A = tir.match_buffer(a, (128, 128)) B = tir.alloc_buffer((128, 128)) C = tir.match_buffer(c, (128, 128)) D = tir.match_buffer(d, (128, 128)) with tir.block([128, 128], "B") as [vi, vj]: B[vi, vj] = A[vi, vj] * 2.0 # B has two consumers with tir.block([128, 128], "C") as [vi, vj]: C[vi, vj] = B[vi, vj] + 1.0 with tir.block([128, 128], "D") as [vi, vj]: D[vi, vj] = B[vi, vj] + 2.0 + C[vi, vj] # D has two producers @tvm.script.tir def elementwise_multi_consumer_inlined(a: ty.handle, c: ty.handle, d: ty.handle) -> None: A = tir.match_buffer(a, (128, 128)) C = tir.match_buffer(c, (128, 128)) D = tir.match_buffer(d, (128, 128)) with tir.block([128, 128], "C") as [vi, vj]: C[vi, vj] = A[vi, vj] * 2.0 + 1.0 with tir.block([128, 128], "D") as [vi, vj]: D[vi, vj] = A[vi, vj] * 2.0 + 2.0 + C[vi, vj] @tvm.script.tir def elementwise_standalone(a: ty.handle, c: ty.handle) -> None: A = tir.match_buffer(a, (128, 128)) B = tir.alloc_buffer((128, 128)) C = tir.match_buffer(c, (128, 128)) with tir.block([128, 128], "B") as [vi, vj]: B[vi, vj] = A[vi, vj] * 2.0 with tir.block([128, 128], "C") as [vi, vj]: C[vi, vj] = A[vi, vj] + 1.0 @tvm.script.tir def elementwise_standalone_dce(a: ty.handle, c: ty.handle) -> None: A = tir.match_buffer(a, (128, 128)) C = tir.match_buffer(c, (128, 128)) with tir.block([128, 128], "C") as [vi, vj]: C[vi, vj] = A[vi, vj] + 1.0 @tvm.script.tir def elementwise_under_loop(a: ty.handle, c: ty.handle) -> None: A = tir.match_buffer(a, (128, 128)) C = tir.match_buffer(c, (128, 128)) B = tir.alloc_buffer((128, 128)) for i in tir.serial(0, 128): for j in tir.serial(0, 128): with tir.block([128, 128], "B") as [vi, vj]: tir.bind(vi, i) tir.bind(vj, j) B[vi, vj] = A[vi, vj] * 2.0 for j in tir.serial(0, 128): with tir.block([128, 128], "C") as [vi, vj]: tir.bind(vi, i) tir.bind(vj, j) C[vi, vj] = B[vi, vj] + 1.0 @tvm.script.tir def elementwise_inlined(a: ty.handle, c: ty.handle) -> None: A = tir.match_buffer(a, (128, 128)) C = tir.match_buffer(c, (128, 128)) with tir.block([128, 128], "C") as [vi, vj]: C[vi, vj] = A[vi, vj] * 2.0 + 1.0 @tvm.script.tir def fail_multi_reader_writer(a: ty.handle, d: ty.handle) -> None: A = tir.match_buffer(a, (128, 128)) B = tir.alloc_buffer((128, 128)) C = tir.alloc_buffer((128, 128)) D = tir.match_buffer(d, (128, 128)) with tir.block([128, 128], "B") as [vi, vj]: B[vi, vj] = A[vi, vj] * 2.0 C[vi, vj] = A[vi, vj] + 2.0 with tir.block([128, 128], "C") as [vi, vj]: D[vi, vj] = B[vi, vj] + C[vi, vj] @tvm.script.tir def elementwise_multi_reverse_loads(a: ty.handle, c: ty.handle) -> None: A = tir.match_buffer(a, (128, 128)) B = tir.alloc_buffer((128, 128)) C = tir.match_buffer(c, (128, 128)) with tir.block([128, 128], "B") as [vi, vj]: B[vi, vj] = A[vi, vj] * 2.0 with tir.block([128, 128], "C") as [vi, vj]: C[vi, vj] = (B[vi, vj] + 1.0) * (B[vi, vj] * 2.0) + 3.0 @tvm.script.tir def elementwise_multi_reverse_loads_inlined(a: ty.handle, c: ty.handle) -> None: A = tir.match_buffer(a, (128, 128)) C = tir.match_buffer(c, (128, 128)) with tir.block([128, 128], "B") as [vi, vj]: C[vi, vj] = (A[vi, vj] * 2.0 + 1.0) * (A[vi, vj] * 2.0 * 2.0) + 3.0 @tvm.script.tir def opaque_access_load(a: ty.handle, c: ty.handle) -> None: A = tir.match_buffer(a, (128, 128)) B = tir.alloc_buffer((128, 128)) C = tir.match_buffer(c, (128, 128)) with tir.block([128, 128], "B") as [vi, vj]: B[vi, vj] = A[vi, vj] * 2.0 with tir.block([128, 128], "C") as [vi, vj]: tir.reads(B[0:128, 0:128]) tir.writes(C[0:128, 0:128]) C[vi, vj] = tir.load("float32", B.data, vi * 128 + vj) + 1.0 @tvm.script.tir def opaque_access_store(a: ty.handle, c: ty.handle) -> None: A = tir.match_buffer(a, (128, 128)) B = tir.alloc_buffer((128, 128)) C = tir.match_buffer(c, (128, 128)) with tir.block([128, 128], "B") as [vi, vj]: B[vi, vj] = A[vi, vj] * 2.0 with tir.block([128, 128], "C") as [vi, vj]: tir.reads(B[0:128, 0:128]) tir.writes(C[0:128, 0:128]) tir.store(C.data, vi * 128 + vj, B[vi, vj] + 1.0) C[vi, vj] = tir.load("float32", B.data, vi * 16 + vj) + 1.0 @tvm.script.tir def buffer_matched(a: ty.handle, c: ty.handle) -> None: A = tir.match_buffer(a, (128, 128)) B = tir.alloc_buffer((128, 128)) C = tir.match_buffer(c, (128, 128)) with tir.block([128, 128], "B") as [vi, vj]: B[vi, vj] = A[vi, vj] * 2.0 with tir.block([128, 128], "C") as [vi, vj]: Bb = tir.match_buffer(B[vi : vi + 1, vj], (1, 1)) C[vi, vj] = Bb[0, 0] + 1.0 @tvm.script.tir def elementwise_predicate(a: ty.handle, c: ty.handle) -> None: A = tir.match_buffer(a, (128, 128)) B = tir.alloc_buffer((128, 128)) C = tir.match_buffer(c, (128, 128)) with tir.block([128, 128], "B") as [vi, vj]: B[vi, vj] = A[vi, vj] * 2.0 for i, j in tir.grid(128, 128): with tir.block([128, 128], "C") as [vi, vj]: tir.where(B[i, j] < 10.0) C[vi, vj] = B[vi, vj] + 1.0 @tvm.script.tir def elementwise_predicate_inlined(a: ty.handle, c: ty.handle) -> None: A = tir.match_buffer(a, (128, 128)) C = tir.match_buffer(c, (128, 128)) for i, j in tir.grid(128, 128): with tir.block([128, 128], "C") as [vi, vj]: tir.where(A[i, j] * 2.0 < 10.0) C[vi, vj] = A[vi, vj] * 2.0 + 1.0 @tvm.script.tir def elementwise_multi_loads(a: ty.handle, c: ty.handle) -> None: A = tir.match_buffer(a, (128, 128)) B = tir.alloc_buffer((128, 128)) C = tir.match_buffer(c, (128, 128)) with tir.block([128, 128], "B") as [vi, vj]: B[vi, vj] = A[vi, vj] * 2.0 with tir.block([128, 126], "C") as [vi, vj]: C[vi, vj] = B[vi, vj] + B[vi, vj + 1] + B[vi, vj + 2] @tvm.script.tir def elementwise_multi_loads_inlined(a: ty.handle, c: ty.handle) -> None: A = tir.match_buffer(a, (128, 128)) C = tir.match_buffer(c, (128, 128)) with tir.block([128, 126], "C") as [vi, vj]: C[vi, vj] = A[vi, vj] * 2.0 + A[vi, vj + 1] * 2.0 + A[vi, vj + 2] * 2.0 # pylint: enable=no-member,invalid-name,unused-variable def test_compute_inline_elementwise(): sch = tir.Schedule(elementwise, debug_mode=True) block_b = sch.get_block("B") block_c = sch.get_block("C") sch.compute_inline(block_b) tvm.ir.assert_structural_equal(elementwise_inlined, sch.mod["main"]) assert sch.get(block_c).name_hint == "C" def test_compute_inline_under_loop(): sch = tir.Schedule(elementwise_under_loop, debug_mode=True) block_b = sch.get_block("B") block_c = sch.get_block("C") sch.compute_inline(block_b) tvm.ir.assert_structural_equal(elementwise_inlined, sch.mod["main"]) assert sch.get(block_c).name_hint == "C" def test_compute_inline_as_dce(): sch = tir.Schedule(elementwise_standalone, debug_mode=True) block_b = sch.get_block("B") block_c = sch.get_block("C") sch.compute_inline(block_b) tvm.ir.assert_structural_equal(elementwise_standalone_dce, sch.mod["main"]) assert sch.get(block_c).name_hint == "C" def test_compute_inline_multi_consumer(): sch = tir.Schedule(elementwise_multi_producer_consumer, debug_mode=True) block_b = sch.get_block("B") block_c = sch.get_block("C") block_d = sch.get_block("D") sch.compute_inline(block_b) tvm.ir.assert_structural_equal(elementwise_multi_consumer_inlined, sch.mod["main"]) assert sch.get(block_c).name_hint == "C" assert sch.get(block_d).name_hint == "D" def test_compute_inline_fail_multi_writer(): sch = tir.Schedule(fail_multi_reader_writer, debug_mode=True, error_render_level="detail") block_b = sch.get_block("B") with pytest.raises(tvm.tir.ScheduleError): sch.compute_inline(block_b) def test_reverse_compute_inline_elementwise(): sch = tir.Schedule(elementwise, debug_mode=True) block_b = sch.get_block("B") block_c = sch.get_block("C") sch.reverse_compute_inline(block_c) tvm.ir.assert_structural_equal(elementwise_inlined, sch.mod["main"]) assert sch.get(block_b).name_hint == "B" def test_reverse_compute_inline_under_loop(): sch = tir.Schedule(elementwise_under_loop, debug_mode=True) block_b = sch.get_block("B") block_c = sch.get_block("C") sch.reverse_compute_inline(block_c) tvm.ir.assert_structural_equal(elementwise_inlined, sch.mod["main"]) assert sch.get(block_b).name_hint == "B" def test_reverse_compute_inline_fail_as_dce(): sch = tir.Schedule(elementwise_standalone, debug_mode=True) block_b = sch.get_block("B") with pytest.raises(tvm.tir.ScheduleError): sch.reverse_compute_inline(block_b) def test_reverse_compute_inline_fail_multi_producer(): sch = tir.Schedule(elementwise_multi_producer_consumer, debug_mode=True) block_d = sch.get_block("D") with pytest.raises(tvm.tir.ScheduleError): sch.reverse_compute_inline(block_d) def test_reverse_compute_inline_fail_multi_reader(): sch = tir.Schedule(fail_multi_reader_writer, debug_mode=True) block_c = sch.get_block("C") with pytest.raises(tvm.tir.ScheduleError): sch.reverse_compute_inline(block_c) def test_reverse_compute_multi_reverse_loads(): sch = tir.Schedule(elementwise_multi_reverse_loads, debug_mode=True) block_c = sch.get_block("C") sch.reverse_compute_inline(block_c) tvm.ir.assert_structural_equal(elementwise_multi_reverse_loads_inlined, sch.mod["main"]) def test_reverse_compute_fail_multi_reverse_loads(): sch = tir.Schedule(elementwise_multi_loads, debug_mode=True) block_c = sch.get_block("C") with pytest.raises(tvm.tir.ScheduleError): sch.reverse_compute_inline(block_c) def test_opaque_access_load(): sch = tir.Schedule(opaque_access_load, debug_mode=True) block_b = sch.get_block("B") with pytest.raises(tvm.tir.ScheduleError): sch.compute_inline(block_b) def test_opaque_access_store(): sch = tir.Schedule(opaque_access_store, debug_mode=True) block_b = sch.get_block("B") with pytest.raises(tvm.tir.ScheduleError): sch.compute_inline(block_b) def test_buffer_matched(): sch = tir.Schedule(buffer_matched, debug_mode=True) block_b = sch.get_block("B") with pytest.raises(tvm.tir.ScheduleError): sch.compute_inline(block_b) def test_compute_inline_predicate(): sch = tir.Schedule(elementwise_predicate, debug_mode=True) block_b = sch.get_block("B") sch.compute_inline(block_b) tvm.ir.assert_structural_equal(elementwise_predicate_inlined, sch.mod["main"]) def test_compute_inline_multi_loads(): sch = tir.Schedule(elementwise_multi_loads, debug_mode=True) block_b = sch.get_block("B") sch.compute_inline(block_b) tvm.ir.assert_structural_equal(elementwise_multi_loads_inlined, sch.mod["main"]) if __name__ == "__main__": test_compute_inline_elementwise() test_compute_inline_under_loop() test_compute_inline_as_dce() test_compute_inline_multi_consumer() test_compute_inline_fail_multi_writer() test_reverse_compute_inline_elementwise() test_reverse_compute_inline_under_loop() test_reverse_compute_inline_fail_as_dce() test_reverse_compute_inline_fail_multi_producer() test_reverse_compute_inline_fail_multi_reader() test_reverse_compute_multi_reverse_loads() test_reverse_compute_fail_multi_reverse_loads() test_opaque_access_load() test_opaque_access_store() test_buffer_matched() test_compute_inline_predicate() test_compute_inline_multi_loads()
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0a44501273cac10db9558b11e30ff5a413b1857f
89
py
Python
enthought/envisage/safeweakref.py
enthought/etsproxy
4aafd628611ebf7fe8311c9d1a0abcf7f7bb5347
[ "BSD-3-Clause" ]
3
2016-12-09T06:05:18.000Z
2018-03-01T13:00:29.000Z
enthought/envisage/safeweakref.py
enthought/etsproxy
4aafd628611ebf7fe8311c9d1a0abcf7f7bb5347
[ "BSD-3-Clause" ]
1
2020-12-02T00:51:32.000Z
2020-12-02T08:48:55.000Z
enthought/envisage/safeweakref.py
enthought/etsproxy
4aafd628611ebf7fe8311c9d1a0abcf7f7bb5347
[ "BSD-3-Clause" ]
null
null
null
# proxy module from __future__ import absolute_import from envisage.safeweakref import *
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5
0a5ebfcd3225195296a0dbc5f193ada9ab19e141
164
py
Python
app/schemas/socket.py
d3vzer0/reternal-backend
aeeb613c820759212e7aef9150738a66b2882d50
[ "MIT" ]
6
2019-01-01T23:38:12.000Z
2021-07-27T03:43:11.000Z
app/schemas/socket.py
d3vzer0/reternal-backend
aeeb613c820759212e7aef9150738a66b2882d50
[ "MIT" ]
1
2020-08-02T00:21:41.000Z
2020-08-02T00:21:41.000Z
app/schemas/socket.py
d3vzer0/reternal-backend
aeeb613c820759212e7aef9150738a66b2882d50
[ "MIT" ]
1
2021-07-27T03:43:24.000Z
2021-07-27T03:43:24.000Z
from pydantic import BaseModel, validator, Field from typing import List, Dict from datetime import datetime class Authenticate(BaseModel): access_token: str
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5
0a6f4ad99174d6090d3cbdb6c9bcc1d787eae3b4
223
py
Python
codeforces.com/1186A/solution.py
zubtsov/competitive-programming
919d63130144347d7f6eddcf8f5bc2afb85fddf3
[ "MIT" ]
null
null
null
codeforces.com/1186A/solution.py
zubtsov/competitive-programming
919d63130144347d7f6eddcf8f5bc2afb85fddf3
[ "MIT" ]
null
null
null
codeforces.com/1186A/solution.py
zubtsov/competitive-programming
919d63130144347d7f6eddcf8f5bc2afb85fddf3
[ "MIT" ]
null
null
null
number_of_participants, number_of_pens, number_of_notebooks = map(int, input().split()) if number_of_pens >= number_of_participants and number_of_notebooks >= number_of_participants: print('Yes') else: print('No')
31.857143
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6a565a6b3597c1dbb9a2e86bdaf31bd17e76951c
58
py
Python
neslter/parsing/nut/__init__.py
WHOIGit/nes-lter-ims
d4cc96c10da56ca33286af84d669625b67170522
[ "MIT" ]
3
2019-01-24T16:32:50.000Z
2021-11-05T02:18:12.000Z
neslter/parsing/nut/__init__.py
WHOIGit/nes-lter-ims
d4cc96c10da56ca33286af84d669625b67170522
[ "MIT" ]
45
2019-05-23T15:15:32.000Z
2022-03-15T14:09:20.000Z
neslter/parsing/nut/__init__.py
WHOIGit/nes-lter-ims
d4cc96c10da56ca33286af84d669625b67170522
[ "MIT" ]
null
null
null
from .nut import parse_nut, format_nut, merge_nut_bottles
29
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4.5
0.7
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5
6a6651ad80b45cc4756ccfc411bd482091aff56e
50
py
Python
src/domain/enums/__init__.py
Antonio-Gabriel/easepay_backend
9aaf4de27c9cc906911ae46ee61c75c6d92dc826
[ "MIT" ]
1
2021-11-24T09:18:19.000Z
2021-11-24T09:18:19.000Z
src/domain/enums/__init__.py
Antonio-Gabriel/easepay_backend
9aaf4de27c9cc906911ae46ee61c75c6d92dc826
[ "MIT" ]
null
null
null
src/domain/enums/__init__.py
Antonio-Gabriel/easepay_backend
9aaf4de27c9cc906911ae46ee61c75c6d92dc826
[ "MIT" ]
null
null
null
from .months import Months from .sizes import Size
25
26
0.82
8
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5.125
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2
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5
6a75e8b3a7f6a8bf44de0912c3cdfced6251b233
55
py
Python
configs/mmdet/detection/detection_tensorrt_static-300x300.py
zhiqwang/mmdeploy
997d111a6f4ca9624ab3b36717748e6ce002037d
[ "Apache-2.0" ]
746
2021-12-27T10:50:28.000Z
2022-03-31T13:34:14.000Z
configs/mmdet/detection/detection_tensorrt_static-300x300.py
zhiqwang/mmdeploy
997d111a6f4ca9624ab3b36717748e6ce002037d
[ "Apache-2.0" ]
253
2021-12-28T05:59:13.000Z
2022-03-31T18:22:25.000Z
configs/mmdet/detection/detection_tensorrt_static-300x300.py
zhiqwang/mmdeploy
997d111a6f4ca9624ab3b36717748e6ce002037d
[ "Apache-2.0" ]
147
2021-12-27T10:50:33.000Z
2022-03-30T10:44:20.000Z
_base_ = ['../_base_/base_tensorrt_static-300x300.py']
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5
6a78c291da971309bc64ed073bb014f9b709c144
119
py
Python
examples/plain_text_response.py
lukefx/stardust
4d9e399ffba9d4a47a2f428b59b5abf4c5bd41ad
[ "MIT" ]
2
2020-11-27T10:30:38.000Z
2020-12-22T16:48:49.000Z
examples/plain_text_response.py
lukefx/stardust
4d9e399ffba9d4a47a2f428b59b5abf4c5bd41ad
[ "MIT" ]
null
null
null
examples/plain_text_response.py
lukefx/stardust
4d9e399ffba9d4a47a2f428b59b5abf4c5bd41ad
[ "MIT" ]
null
null
null
from starlette.responses import PlainTextResponse async def serve(req): return PlainTextResponse("Hello World!")
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119
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5
6a7e1204635ee097ea34ac3eae2b9d121e4f7471
203
py
Python
polus-cell-nuclei-segmentation/src/dsb2018_topcoders/albu/src/pytorch_zoo/inplace_abn/modules/__init__.py
nishaq503/polus-plugins-dl
511689e82eb29a84761538144277d1be1af7aa44
[ "MIT" ]
null
null
null
polus-cell-nuclei-segmentation/src/dsb2018_topcoders/albu/src/pytorch_zoo/inplace_abn/modules/__init__.py
nishaq503/polus-plugins-dl
511689e82eb29a84761538144277d1be1af7aa44
[ "MIT" ]
1
2021-09-09T23:22:16.000Z
2021-09-09T23:22:16.000Z
polus-cell-nuclei-segmentation/src/dsb2018_topcoders/albu/src/pytorch_zoo/inplace_abn/modules/__init__.py
nishaq503/polus-plugins-dl
511689e82eb29a84761538144277d1be1af7aa44
[ "MIT" ]
4
2021-06-22T13:54:52.000Z
2022-01-26T19:23:39.000Z
from .bn import ABN, InPlaceABN, InPlaceABNWrapper, InPlaceABNSync, InPlaceABNSyncWrapper from .misc import GlobalAvgPool2d from .residual import IdentityResidualBlock from .dense import DenseModule
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6a9450d0c04cca0024a14e15346193d320a70e58
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py
Python
__init__.py
mmanganel/neurecon
5e86324675985f1fedfc4d5d3ac2e750f480538f
[ "MIT" ]
null
null
null
__init__.py
mmanganel/neurecon
5e86324675985f1fedfc4d5d3ac2e750f480538f
[ "MIT" ]
null
null
null
__init__.py
mmanganel/neurecon
5e86324675985f1fedfc4d5d3ac2e750f480538f
[ "MIT" ]
null
null
null
from neurecon.reconstruction import reconstruct
12.5
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8.6
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5
6a9f3ae293c23801e109a6d38cb1d3e6cf12238a
189
py
Python
ENV/lib/python3.6/site-packages/pyramid_jinja2/tests/extensions.py
captain-c00keys/pyramid-stocks
0acf3363a6a7ee61cd41b855f43c9d6f9582ae6a
[ "MIT" ]
null
null
null
ENV/lib/python3.6/site-packages/pyramid_jinja2/tests/extensions.py
captain-c00keys/pyramid-stocks
0acf3363a6a7ee61cd41b855f43c9d6f9582ae6a
[ "MIT" ]
null
null
null
ENV/lib/python3.6/site-packages/pyramid_jinja2/tests/extensions.py
captain-c00keys/pyramid-stocks
0acf3363a6a7ee61cd41b855f43c9d6f9582ae6a
[ "MIT" ]
null
null
null
from jinja2 import nodes from jinja2.ext import Extension class TestExtension(Extension): tags = {'test_ext'} def parse(self, parser): return nodes.Const("This is test extension")
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5
6a9fd697438b33b3c4d1fb77bd83291ab92dfcca
1,811
py
Python
tests/test_custom_experts.py
protagohhz/hivemind
487fb68feea4d27ede0afdef211f6edc889b1a9e
[ "MIT" ]
1,026
2020-06-04T05:02:30.000Z
2022-03-29T13:05:04.000Z
tests/test_custom_experts.py
mryab/hivemind
595b831bcaac6b4d8da215de70b8138ac548c562
[ "MIT" ]
301
2020-04-04T14:26:49.000Z
2022-03-19T15:25:39.000Z
tests/test_custom_experts.py
learning-at-home/tesseract
c6b2b2d84ccfc890314a2bfece8eef238372d410
[ "MIT" ]
89
2020-04-16T19:39:29.000Z
2022-03-25T17:32:43.000Z
import os import pytest import torch from hivemind import RemoteExpert from hivemind.moe.server import background_server CUSTOM_EXPERTS_PATH = os.path.join(os.path.dirname(__file__), "test_utils", "custom_networks.py") @pytest.mark.forked def test_custom_expert(hid_dim=16): with background_server( expert_cls="perceptron", num_experts=2, device="cpu", hidden_dim=hid_dim, num_handlers=2, no_dht=True, custom_module_path=CUSTOM_EXPERTS_PATH, ) as (server_endpoint, _): expert0 = RemoteExpert("expert.0", server_endpoint) expert1 = RemoteExpert("expert.1", server_endpoint) for batch_size in (1, 4): batch = torch.randn(batch_size, hid_dim) output0 = expert0(batch) output1 = expert1(batch) loss = output0.sum() loss.backward() loss = output1.sum() loss.backward() @pytest.mark.forked def test_multihead_expert(hid_dim=16): with background_server( expert_cls="multihead", num_experts=2, device="cpu", hidden_dim=hid_dim, num_handlers=2, no_dht=True, custom_module_path=CUSTOM_EXPERTS_PATH, ) as (server_endpoint, _): expert0 = RemoteExpert("expert.0", server_endpoint) expert1 = RemoteExpert("expert.1", server_endpoint) for batch_size in (1, 4): batch = ( torch.randn(batch_size, hid_dim), torch.randn(batch_size, 2 * hid_dim), torch.randn(batch_size, 3 * hid_dim), ) output0 = expert0(*batch) output1 = expert1(*batch) loss = output0.sum() loss.backward() loss = output1.sum() loss.backward()
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1,811
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5
6ac4859e41ada58d0b49c47a334602416d451187
219
py
Python
books/admin.py
aurphillus/Django-Library-Completed
f46e45f85c888e7694323e22f6e966c291a4a0be
[ "MIT" ]
null
null
null
books/admin.py
aurphillus/Django-Library-Completed
f46e45f85c888e7694323e22f6e966c291a4a0be
[ "MIT" ]
null
null
null
books/admin.py
aurphillus/Django-Library-Completed
f46e45f85c888e7694323e22f6e966c291a4a0be
[ "MIT" ]
null
null
null
from django.contrib import admin from books.models import Genre, Author, Book, TBR # Register your models here. admin.site.register(Genre) admin.site.register(Author) admin.site.register(Book) admin.site.register(TBR)
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9
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5
6acaa1d753027b9aa151aee9ced96ca2d15567b0
2,247
py
Python
dolfyn/adv/api.py
lkilcher/dolfyn-light
416bf6aa8a3455cebf973f416c9e4ba89a801a71
[ "Apache-2.0" ]
null
null
null
dolfyn/adv/api.py
lkilcher/dolfyn-light
416bf6aa8a3455cebf973f416c9e4ba89a801a71
[ "Apache-2.0" ]
null
null
null
dolfyn/adv/api.py
lkilcher/dolfyn-light
416bf6aa8a3455cebf973f416c9e4ba89a801a71
[ "Apache-2.0" ]
null
null
null
""" This module contains routines for reading and working with adv data. It contains: +-----------------------------------+-----------------------------------------+ | Name | Description | +===================================+=========================================+ | :func:`~dolfyn.adv.base.load` | A function for loading ADV data in | | | DOLfYN format. | +-----------------------------------+-----------------------------------------+ | :func:`~dolfyn.adv.base.mmload` | A function for loading ADV data in | | | DOLfYN format (as memory mapped arrays).| +-----------------------------------+-----------------------------------------+ | :func:`~dolfyn.io.nortek.\ | A function for reading Nortek Vector | | read_nortek` | files. | +-----------------------------------+-----------------------------------------+ | :mod:`rotate <dolfyn.adv.rotate>` | A module containing classes and | | | functions for rotating adv data between | | | different coordinate systems | +-----------------------------------+-----------------------------------------+ | :mod:`motion <dolfyn.adv.rotate>` | A module containing classes and | | | functions for performing motion | | | correction. | +-----------------------------------+-----------------------------------------+ | :class:`~dolfyn.\ | A class for breaking ADV data into | | adv.turbulence.TurbBinner` | 'bins', averaging it and estimating | | | various turbulence statistics. | +-----------------------------------+-----------------------------------------+ Examples -------- .. literalinclude:: ../examples/adv_example01.py """ from .base import load, mmload from .turbulence import TurbBinner from . import clean from ..io.nortek import read_nortek from . import rotate from . import motion
51.068182
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1
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0
5
6ad075ac74b446b2102501aae9ff9190489a4090
270
py
Python
ACME/visdom/__init__.py
mauriziokovacic/ACME
2615b66dd4addfd5c03d9d91a24c7da414294308
[ "MIT" ]
3
2019-10-23T23:10:55.000Z
2021-09-01T07:30:14.000Z
ACME/visdom/__init__.py
mauriziokovacic/ACME-Python
2615b66dd4addfd5c03d9d91a24c7da414294308
[ "MIT" ]
null
null
null
ACME/visdom/__init__.py
mauriziokovacic/ACME-Python
2615b66dd4addfd5c03d9d91a24c7da414294308
[ "MIT" ]
1
2020-07-11T11:35:43.000Z
2020-07-11T11:35:43.000Z
from .bar import * from .create_session import * from .image import * from .line import * from .mesh import * from .pie import * from .text import * from .VisdomFigure import * from .VisdomScene import *
27
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0.555556
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5.321429
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270
9
30
30
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1
0
0
0
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5
6adbdd74efd4b512d8ebd0cf5926e792b5bd7772
42
py
Python
0.py
itspuneet/itspuneet
d44f78afcff275aa56f03bba738ac3e4f2c30843
[ "bzip2-1.0.6" ]
null
null
null
0.py
itspuneet/itspuneet
d44f78afcff275aa56f03bba738ac3e4f2c30843
[ "bzip2-1.0.6" ]
null
null
null
0.py
itspuneet/itspuneet
d44f78afcff275aa56f03bba738ac3e4f2c30843
[ "bzip2-1.0.6" ]
null
null
null
k=0 while k!=1: print(k) k+=1
8.4
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4
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0
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0
0
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5
0a842caaf70906bbc1cf4b3a4ba3ba9841f2aa9c
1,172
py
Python
setup.py
fonar/paypalhttp_python
218136324c3dc6d4021db907c94cb6ac30cb1060
[ "MIT" ]
null
null
null
setup.py
fonar/paypalhttp_python
218136324c3dc6d4021db907c94cb6ac30cb1060
[ "MIT" ]
null
null
null
setup.py
fonar/paypalhttp_python
218136324c3dc6d4021db907c94cb6ac30cb1060
[ "MIT" ]
null
null
null
from setuptools import setup version = "1.0.0" long_description = """ PayPalHttp is a generic http client designed to be used with code-generated projects. """ setup( name="paypalhttp", long_description=long_description, version=version, author="PayPal", packages=["paypalhttp", "paypalhttp/testutils", "paypalhttp/serializers"], install_requires=['requests>=2.0.0', 'six>=1.0.0', 'pyopenssl>=0.15'], license="MIT", classifiers=[ 'Intended Audience :: Developers', 'Natural Language :: English', 'Operating System :: OS Independent', 'Programming Language :: Python', 'Programming Language :: Python :: 2', 'Programming Language :: Python :: 2.6', 'Programming Language :: Python :: 2.7', 'Programming Language :: Python :: 3', 'Programming Language :: Python :: 3.3', 'Programming Language :: Python :: 3.4', 'Programming Language :: Python :: 3.5', 'Programming Language :: Python :: 3.7', 'Programming Language :: Python :: Implementation :: PyPy', 'Topic :: Software Development :: Libraries :: Python Modules' ], )
34.470588
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1,172
6.07563
0.529412
0.262794
0.345781
0.179806
0.074689
0
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0
0
0.028921
0.232935
1,172
33
87
35.515152
0.775306
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0.62628
0.018771
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null
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0
0
0
0
0
0
5
0a9d2e6c0217618be0d23544b03fc29100edce45
161
py
Python
src/garage/core/__init__.py
researchai/unsupervised_meta_rl
9ca4b41438277ef6cfea047482b98de9da07815a
[ "MIT" ]
1
2019-07-31T06:53:38.000Z
2019-07-31T06:53:38.000Z
src/garage/core/__init__.py
researchai/unsupervised_meta_rl
9ca4b41438277ef6cfea047482b98de9da07815a
[ "MIT" ]
null
null
null
src/garage/core/__init__.py
researchai/unsupervised_meta_rl
9ca4b41438277ef6cfea047482b98de9da07815a
[ "MIT" ]
1
2020-02-05T00:34:07.000Z
2020-02-05T00:34:07.000Z
from garage.core.serializable import Serializable from garage.core.parameterized import Parameterized # noqa: I100 __all__ = ['Serializable', 'Parameterized']
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161
7.411765
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4
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py
Python
Adafruit_BluefruitLE/interfaces/__init__.py
acoomans/Adafruit_Python_BluefruitLE
34fc6f596371b961628369d78ce836950514062f
[ "MIT" ]
415
2015-08-19T00:07:10.000Z
2022-03-14T13:35:45.000Z
Adafruit_BluefruitLE/interfaces/__init__.py
acoomans/Adafruit_Python_BluefruitLE
34fc6f596371b961628369d78ce836950514062f
[ "MIT" ]
51
2015-09-30T14:42:01.000Z
2020-11-02T21:12:26.000Z
Adafruit_BluefruitLE/interfaces/__init__.py
acoomans/Adafruit_Python_BluefruitLE
34fc6f596371b961628369d78ce836950514062f
[ "MIT" ]
174
2015-10-06T07:16:51.000Z
2022-03-14T13:35:50.000Z
from .provider import Provider from .adapter import Adapter from .device import Device from .gatt import GattService, GattCharacteristic, GattDescriptor
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0abda1cb427ed8f070a7f02e638f35191861013c
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py
Python
venv/Lib/site-packages/toolz/sandbox/__init__.py
ajayiagbebaku/NFL-Model
afcc67a85ca7138c58c3334d45988ada2da158ed
[ "MIT" ]
3,749
2015-01-01T06:53:12.000Z
2022-03-31T13:36:10.000Z
venv/Lib/site-packages/toolz/sandbox/__init__.py
ajayiagbebaku/NFL-Model
afcc67a85ca7138c58c3334d45988ada2da158ed
[ "MIT" ]
276
2015-01-01T15:34:41.000Z
2022-03-17T02:16:35.000Z
venv/Lib/site-packages/toolz/sandbox/__init__.py
ajayiagbebaku/NFL-Model
afcc67a85ca7138c58c3334d45988ada2da158ed
[ "MIT" ]
256
2015-01-18T04:29:48.000Z
2022-03-31T00:10:13.000Z
from .core import EqualityHashKey, unzip from .parallel import fold
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0ace832c1c225820e768849e83537e4e6af2dc78
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py
Python
api/api/form7_searching_utils/__init__.py
bcgov/court-of-appeal
ef773b1baa80d3aff1ac807ed01f59266d885955
[ "Apache-2.0" ]
null
null
null
api/api/form7_searching_utils/__init__.py
bcgov/court-of-appeal
ef773b1baa80d3aff1ac807ed01f59266d885955
[ "Apache-2.0" ]
35
2021-02-02T19:30:11.000Z
2022-03-29T12:40:42.000Z
api/api/form7_searching_utils/__init__.py
marzmehr/court-of-appeal
ef773b1baa80d3aff1ac807ed01f59266d885955
[ "Apache-2.0" ]
2
2021-02-03T17:26:23.000Z
2021-02-05T13:35:26.000Z
from .form7_search import Form7Search from .parse_form7 import Form7Parsing
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py
Python
Solutions/6kyu/6kyu_mister_safetys_treasure.py
citrok25/Codewars-1
dc641c5079e2e8b5955eb027fd15427e5bdb2e26
[ "MIT" ]
46
2017-08-24T09:27:57.000Z
2022-02-25T02:24:33.000Z
Solutions/6kyu/6kyu_mister_safetys_treasure.py
abbhishek971/Codewars
9e761811db724da1e8aae44594df42b4ee879a16
[ "MIT" ]
null
null
null
Solutions/6kyu/6kyu_mister_safetys_treasure.py
abbhishek971/Codewars
9e761811db724da1e8aae44594df42b4ee879a16
[ "MIT" ]
35
2017-08-01T22:09:48.000Z
2022-02-18T17:21:37.000Z
def unlock(m): return m.lower().translate( str.maketrans( 'abcdefghijklmnopqrstuvwxyz', '22233344455566677778889999' ) )
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0af65b8666e4023ddc4b24aa0b03dd9c64d6dd98
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py
Python
dreamplace/ops/dct/discrete_spectral_transform.py
dongleecsu/DREAMPlace
86b56521a3eacfb5cadff935631302bf6986a689
[ "BSD-3-Clause" ]
12
2022-03-01T06:46:42.000Z
2022-03-27T03:40:45.000Z
dreamplace/ops/dct/discrete_spectral_transform.py
dongleecsu/DREAMPlace
86b56521a3eacfb5cadff935631302bf6986a689
[ "BSD-3-Clause" ]
4
2022-03-08T13:00:01.000Z
2022-03-30T10:07:01.000Z
dreamplace/ops/dct/discrete_spectral_transform.py
dongleecsu/DREAMPlace
86b56521a3eacfb5cadff935631302bf6986a689
[ "BSD-3-Clause" ]
8
2022-03-01T06:46:45.000Z
2022-03-29T12:40:05.000Z
## # @file discrete_spectral_transform.py # @author Yibo Lin # @date Jun 2018 # import os import sys import numpy as np import torch import torch.nn.functional as F import pdb """ Discrete spectral transformation leveraging fast fourier transform engine. The math here mainly uses Prosthaphaeresis properties. The trigonometric identities exploited by prosthaphaeresis relate products of trigonometric functions to sums. sin(a) sin(b) = 1/2 * (cos(a-b) - cos(a+b)) cos(a) cos(b) = 1/2 * (cos(a-b) + cos(a+b)) sin(a) cos(b) = 1/2 * (sin(a+b) + sin(a-b)) cos(a) sin(b) = 1/2 * (sin(a-b) - sin(a+b)) A 2D FFT performs y_{u, v} = \sum_i \sum_j x_{i, j} exp(-j*2*pi*u*i/M) exp(-j*2*pi*v*j/N) = \sum_i \sum_j x_{i, j} exp(-j*2*pi*(u*i/M + v*j/N)) = \sum_i \sum_j x_{i, j} (cos(-2*pi*(u*i/M + v*j/N)) + j sin(-2*pi*(u*i/M + v*j/N))). By mapping the original image from (i, j) to (i, N-j), we can have (u*i/M - v*j/N) inside exp. This will enable us to derive various cos/sin transformation by computing FFT twice. """ def get_expk(N, dtype, device): """ Compute 2*exp(-1j*pi*u/(2N)), but not exactly the same. The actual return is 2*cos(pi*u/(2N)), 2*sin(pi*u/(2N)). This will make later multiplication easier. """ pik_by_2N = torch.arange(N, dtype=dtype, device=device) pik_by_2N.mul_(np.pi/(2*N)) # cos, sin # I use sin because the real part requires subtraction # this will be easier for multiplication expk = torch.stack([pik_by_2N.cos(), pik_by_2N.sin()], dim=-1) expk.mul_(2) return expk.contiguous() def get_expkp1(N, dtype, device): """ Compute 2*exp(-1j*pi*(u+1)/(2N)), but not exactly the same. The actual return is 2*cos(pi*(u+1)/(2N)), 2*sin(pi*(u+1)/(2N)) """ neg_pik_by_2N = torch.arange(1, N+1, dtype=dtype, device=device) neg_pik_by_2N.mul_(np.pi/(2*N)) # sin, -cos # I swap -cos and sin because we need the imag part # this will be easier for multiplication expk = torch.stack([neg_pik_by_2N.cos(), neg_pik_by_2N.sin()], dim=-1) expk.mul_(2) return expk.contiguous() def get_exact_expk(N, dtype, device): # Compute exp(-j*pi*u/(2N)) = cos(pi*u/(2N)) - j * sin(pi*u/(2N)) pik_by_2N = torch.arange(N, dtype=dtype, device=device) pik_by_2N.mul_(np.pi/(2*N)) # cos, -sin expk = torch.stack([pik_by_2N.cos(), -pik_by_2N.sin()], dim=-1) return expk.contiguous() def get_perm(N, dtype, device): """ Compute permutation to generate following array 0, 2, 4, ..., 2*(N//2)-2, 2*(N//2)-1, 2*(N//2)-3, ..., 3, 1 """ perm = torch.zeros(N, dtype=dtype, device=device) perm[0:(N-1)//2+1] = torch.arange(0, N, 2, dtype=dtype, device=device) perm[(N-1)//2+1:] = torch.arange(2*(N//2)-1, 0, -2, dtype=dtype, device=device) return perm def dct_2N(x, expk=None): """ Batch Discrete Cosine Transformation without normalization to coefficients. Compute y_u = \sum_i x_i cos(pi*(2i+1)*u/(2N)), Impelements the 2N padding trick to solve DCT with FFT in the following link, https://dsp.stackexchange.com/questions/2807/fast-cosine-transform-via-fft 1. Pad x by zeros 2. Perform FFT 3. Multiply by 2*exp(-1j*pi*u/(2N)) 4. Extract the real part """ # last dimension N = x.size(-1) # pad last dimension x_pad = F.pad(x, (0, N), 'constant', 0) # the last dimension here becomes -2 because complex numbers introduce a new dimension y = torch.rfft(x_pad, signal_ndim=1, normalized=False, onesided=True)[..., 0:N, :] y.mul_(1.0/N) if expk is None: expk = get_expk(N, dtype=x.dtype, device=x.device) # get real part y.mul_(expk) # I found add is much faster than sum #y = y.sum(dim=-1) return y[..., 0]+y[..., 1] def dct_N(x, perm=None, expk=None): """ Batch Discrete Cosine Transformation without normalization to coefficients. Compute y_u = \sum_i x_i cos(pi*(2i+1)*u/(2N)), Impelements the N permuting trick to solve DCT with FFT in the following link, https://dsp.stackexchange.com/questions/2807/fast-cosine-transform-via-fft 1. permute x such that [a, b, c, d, e, f] becomes [a, c, e, f, d, b] 2. Perform FFT 3. Multiply by 2*exp(-1j*pi*u/(2N)) 4. Extract the real part """ # last dimension N = x.size(-1) if perm is None: perm = get_perm(N, dtype=torch.int64, device=x.device) if x.ndimension() <= 1: x_reorder = x.view([1, N]) else: x_reorder = x.clone() # switch from row-major to column-major for speedup x_reorder.transpose_(dim0=-2, dim1=-1) #x_reorder = x_reorder[..., perm, :] x_reorder = x_reorder.index_select(dim=-2, index=perm) # switch back x_reorder.transpose_(dim0=-2, dim1=-1) y = torch.rfft(x_reorder, signal_ndim=1, normalized=False, onesided=False)[..., 0:N, :] y.mul_(1.0/N) if expk is None: expk = get_expk(N, dtype=x.dtype, device=x.device) # get real part y.mul_(expk) # I found add is much faster than sum #y = y.sum(dim=-1) return y[..., 0]+y[..., 1] def idct_2N(x, expk=None): """ Batch Inverse Discrete Cosine Transformation without normalization to coefficients. Compute y_u = \sum_i x_i cos(pi*(2u+1)*i/(2N)), Impelements the 2N padding trick to solve IDCT with IFFT in the following link, https://github.com/tensorflow/tensorflow/blob/r1.10/tensorflow/python/ops/spectral_ops.py 1. Multiply by 2*exp(1j*pi*u/(2N)) 2. Pad x by zeros 3. Perform IFFT 4. Extract the real part """ # last dimension N = x.size(-1) if expk is None: expk = get_expk(N, dtype=x.dtype, device=x.device) # multiply by 2*exp(1j*pi*u/(2N)) x_pad = x.unsqueeze(-1).mul(expk) # pad second last dimension, excluding the complex number dimension x_pad = F.pad(x_pad, (0, 0, 0, N), 'constant', 0) if len(x.size()) == 1: x_pad.unsqueeze_(0) # the last dimension here becomes -2 because complex numbers introduce a new dimension y = torch.irfft(x_pad, signal_ndim=1, normalized=False, onesided=False, signal_sizes=[2*N])[..., 0:N] y.mul_(N) if len(x.size()) == 1: y.squeeze_(0) return y def idct_N(x, expk=None): N = x.size(-1) if expk is None: expk = get_expk(N, dtype=x.dtype, device=x.device) size = list(x.size()) size.append(2) x_reorder = torch.zeros(size, dtype=x.dtype, device=x.device) x_reorder[..., 0] = x x_reorder[..., 1:, 1] = x.flip([x.ndimension()-1])[..., :N-1].mul_(-1) x_reorder[..., 0] = x.mul(expk[..., 0]).sub_(x_reorder[..., 1].mul(expk[..., 1])) x_reorder[..., 1].mul_(expk[..., 0]) x_reorder[..., 1].add_(x.mul(expk[..., 1])) # this is to match idct_2N # normal way should multiply 0.25 x_reorder.mul_(0.5) y = torch.ifft(x_reorder, signal_ndim=1, normalized=False) y.mul_(N) z = torch.empty_like(x) z[..., 0:N:2] = y[..., :(N+1)//2, 0] z[..., 1:N:2] = y[..., (N+1)//2:, 0].flip([x.ndimension()-1]) return z def dst(x, expkp1=None): """ Batch Discrete Sine Transformation without normalization to coefficients. Compute y_u = \sum_i x_i sin(pi*(2i+1)*(u+1)/(2N)), Impelements the 2N padding trick to solve DCT with FFT in the following link, https://dsp.stackexchange.com/questions/2807/fast-cosine-transform-via-fft 1. Pad x by zeros 2. Perform FFT 3. Multiply by 2*exp(-1j*pi*u/(2N)) 4. Extract the real part """ # last dimension N = x.size(-1) # pad last dimension x_pad = F.pad(x, (0, N), 'constant', 0) # the last dimension here becomes -2 because complex numbers introduce a new dimension y = torch.rfft(x_pad, signal_ndim=1, normalized=False, onesided=True)[..., 1:N+1, :] if expkp1 is None: expkp1 = get_expkp1(N, dtype=x.dtype, device=x.device) # get imag part y = y[..., 1].mul(expkp1[:, 0]) - y[..., 0].mul(expkp1[:, 1]) return y def idst(x, expkp1=None): """ Batch Inverse Discrete Sine Transformation without normalization to coefficients. Compute y_u = \sum_i x_i cos(pi*(2u+1)*i/(2N)), Impelements the 2N padding trick to solve IDCT with IFFT in the following link, https://github.com/tensorflow/tensorflow/blob/r1.10/tensorflow/python/ops/spectral_ops.py 1. Multiply by 2*exp(1j*pi*u/(2N)) 2. Pad x by zeros 3. Perform IFFT 4. Extract the real part """ # last dimension N = x.size(-1) if expkp1 is None: expkp1 = get_expkp1(N, dtype=x.dtype, device=x.device) # multiply by 2*exp(1j*pi*u/(2N)) x_pad = x.unsqueeze(-1).mul(expkp1) # pad second last dimension, excluding the complex number dimension x_pad = F.pad(x_pad, (0, 0, 0, N), 'constant', 0) if len(x.size()) == 1: x_pad.unsqueeze_(0) # the last dimension here becomes -2 because complex numbers introduce a new dimension y = torch.irfft(x_pad, signal_ndim=1, normalized=False, onesided=False, signal_sizes=[2*N])[..., 1:N+1] y.mul_(N) if len(x.size()) == 1: y.squeeze_(0) return y def idxt(x, cos_or_sin_flag, expk=None): """ Batch Inverse Discrete Cosine Transformation without normalization to coefficients. Compute y_u = \sum_i x_i cos(pi*(2u+1)*i/(2N)), Impelements the 2N padding trick to solve IDCT with IFFT in the following link, https://github.com/tensorflow/tensorflow/blob/r1.10/tensorflow/python/ops/spectral_ops.py 1. Multiply by 2*exp(1j*pi*u/(2N)) 2. Pad x by zeros 3. Perform IFFT 4. Extract the real part @param x batch 1D tensor for conversion @param cos_or_sin_flag 0 for cosine tranformation and 1 or sine transformation @param expk 2*exp(j*pi*k/(2N)) """ # last dimension N = x.size(-1) if expk is None: expk = get_expk(N, dtype=x.dtype, device=x.device) # multiply by 2*exp(1j*pi*u/(2N)) x_pad = x.unsqueeze(-1).mul(expk) # pad second last dimension, excluding the complex number dimension x_pad = F.pad(x_pad, (0, 0, 0, N), 'constant', 0) if len(x.size()) == 1: x_pad.unsqueeze_(0) # the last dimension here becomes -2 because complex numbers introduce a new dimension # Must use IFFT here y = torch.ifft(x_pad, signal_ndim=1, normalized=False)[..., 0:N, cos_or_sin_flag] y.mul_(N) if len(x.size()) == 1: y.squeeze_(0) return y def dct2_2N(x, expk0=None, expk1=None): """ Batch 2D Discrete Cosine Transformation without normalization to coefficients. Compute 1D DCT twice. @param x batch tensor, the 2D part is MxN @param expk0 with length M @param expk1 with length N """ return dct_2N(dct_2N(x.transpose(dim0=-2, dim1=-1), expk0).transpose_(dim0=-2, dim1=-1), expk1) def dct2_N(x, perm0=None, expk0=None, perm1=None, expk1=None): """ Batch 2D Discrete Cosine Transformation without normalization to coefficients. Compute 1D DCT twice. @param x batch tensor, the 2D part is MxN @param perm0 with length M @param expk0 with length M @param perm1 with length N @param expk1 with length N """ return dct_N(dct_N(x.transpose(dim0=-2, dim1=-1), perm=perm0, expk=expk0).transpose_(dim0=-2, dim1=-1), perm=perm1, expk=expk1) def idct2_2N(x, expk0=None, expk1=None): """ Batch 2D Discrete Cosine Transformation without normalization to coefficients. Compute 1D DCT twice. @param x batch tensor, the 2D part is MxN @param expk0 with length M @param expk1 with length N """ return idct_2N(idct_2N(x.transpose(dim0=-2, dim1=-1), expk0).transpose_(dim0=-2, dim1=-1), expk1) def idct2_N(x, expk0=None, expk1=None): """ Batch 2D Discrete Cosine Transformation without normalization to coefficients. Compute 1D DCT twice. @param x batch tensor, the 2D part is MxN @param expk0 with length M @param expk1 with length N """ return idct_N(idct_N(x.transpose(dim0=-2, dim1=-1), expk0).transpose_(dim0=-2, dim1=-1), expk1) def dst2(x, expkp1_0=None, expkp1_1=None): """ Batch 2D Discrete Sine Transformation without normalization to coefficients. Compute 1D DST twice. @param x batch tensor, the 2D part is MxN @param expkp1_0 with length M @param expkp1_1 with length N """ return dst(dst(x.transpose(dim0=-2, dim1=-1), expkp1_0).transpose_(dim0=-2, dim1=-1), expkp1_1) def idcct2(x, expk_0=None, expk_1=None): """ Batch 2D Inverse Discrete Cosine-Cosine Transformation without normalization to coefficients. It computes following equation, which is slightly different from standard DCT formulation. y_{u, v} = \sum_p \sum_q x_{p, q} cos(pi/M*p*(u+0.5)) cos(pi/N*q*(v+0.5)) Compute 1D DCT twice. @param x batch tensor, the 2D part is MxN @param expk_0 with length M, 2*exp(-1j*pi*k/(2M)) @param expk_1 with length N, 2*exp(-1j*pi*k/(2N)) """ return idxt(idxt(x, 0, expk_1).transpose_(dim0=-2, dim1=-1), 0, expk_0).transpose(dim0=-2, dim1=-1) # return idxt(idxt(x.transpose(dim0=-2, dim1=-1), 0, expk_0).transpose_(dim0=-2, dim1=-1), 0, expk_1) def idsct2(x, expk_0=None, expk_1=None): """ Batch 2D Inverse Discrete Sine-Cosine Transformation without normalization to coefficients. It computes following equation, which is slightly different from standard DCT formulation. y_{u, v} = \sum_p \sum_q x_{p, q} sin(pi/M*p*(u+0.5)) cos(pi/N*q*(v+0.5)) Compute 1D DST and then 1D DCT. @param x batch tensor, the 2D part is MxN @param expk_0 with length M, 2*exp(-1j*pi*k/(2M)) @param expk_1 with length N, 2*exp(-1j*pi*k/(2N)) """ return idxt(idxt(x, 0, expk_1).transpose_(dim0=-2, dim1=-1), 1, expk_0).transpose_(dim0=-2, dim1=-1) # return idxt(idxt(x.transpose(dim0=-2, dim1=-1), 1, expk_0).transpose_(dim0=-2, dim1=-1), 0, expk_1) def idcst2(x, expk_0=None, expk_1=None): """ Batch 2D Inverse Discrete Cosine-Sine Transformation without normalization to coefficients. It computes following equation, which is slightly different from standard DCT formulation. y_{u, v} = \sum_p \sum_q x_{p, q} cos(pi/M*p*(u+0.5)) sin(pi/N*q*(v+0.5)) Compute 1D DCT and then 1D DST. @param x batch tensor, the 2D part is MxN @param expk_0 with length M, 2*exp(-1j*pi*k/(2M)) @param expk_1 with length N, 2*exp(-1j*pi*k/(2N)) """ return idxt(idxt(x, 1, expk_1).transpose_(dim0=-2, dim1=-1), 0, expk_0).transpose_(dim0=-2, dim1=-1) # return idxt(idxt(x.transpose(dim0=-2, dim1=-1), 0, expk_0).transpose_(dim0=-2, dim1=-1), 1, expk_1) def idxst_idct(x, expk_0=None, expk_1=None): ''' Batch 2D Inverse Discrete Sine-Cosine Transformation without normalization to coefficients. Compute idxst(idct(x)) @param x batch tensor, the 2D part is MxN @param expk_0 with length M, 2*exp(-1j*pi*k/(2M)) @param expk_1 with length N, 2*exp(-1j*pi*k/(2N)) ''' return idxt(idct_N(x, expk_1).transpose_(dim0=-2, dim1=-1), 1, expk_0).transpose_(dim0=-2, dim1=-1) def idct_idxst(x, expk_0=None, expk_1=None): ''' Batch 2D Inverse Discrete Cosine-Sine Transformation without normalization to coefficients. Compute idct(idxst(x)). @param x batch tensor, the 2D part is MxN @param expk_0 with length M, 2*exp(-1j*pi*k/(2M)) @param expk_1 with length N, 2*exp(-1j*pi*k/(2N)) ''' return idct_N(idxt(x, 1, expk_1).transpose_(dim0=-2, dim1=-1), expk_0).transpose_(dim0=-2, dim1=-1)
35.798611
131
0.643453
2,679
15,465
3.621501
0.101157
0.037518
0.040404
0.051948
0.794682
0.771697
0.754174
0.727891
0.714698
0.693362
0
0.049054
0.203815
15,465
431
132
35.881671
0.738894
0.48904
0
0.464286
0
0
0.006256
0
0
0
0
0
0
1
0.15
false
0
0.042857
0
0.342857
0
0
0
0
null
0
0
0
0
1
1
1
1
1
0
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0
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null
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0
0
0
0
0
0
0
0
5
7c1fee26199f1ac314e850e76b7a8f652294de76
171
py
Python
osrsapi/__init__.py
XaKingas/osrsapi
14b93e0f6902724e57ebb1f50d817bd557e41c3d
[ "MIT" ]
null
null
null
osrsapi/__init__.py
XaKingas/osrsapi
14b93e0f6902724e57ebb1f50d817bd557e41c3d
[ "MIT" ]
null
null
null
osrsapi/__init__.py
XaKingas/osrsapi
14b93e0f6902724e57ebb1f50d817bd557e41c3d
[ "MIT" ]
1
2020-07-03T11:24:55.000Z
2020-07-03T11:24:55.000Z
from .grandexchange import GrandExchange, GameItemNotFound, GameItemParseError from .item import Item from .priceinfo import PriceInfo from .pricetrend import PriceTrend
28.5
78
0.853801
18
171
8.111111
0.444444
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0.111111
171
5
79
34.2
0.960526
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true
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1
0
1
0
1
0
0
5
7c2803d74bf17ec9bd8c3ff5ad734d4010f60546
20
py
Python
Python/hello-world-pt-BR.py
PushpneetSingh/Hello-world
def0f44737e02fb40063cd347e93e456658e2532
[ "MIT" ]
1,428
2018-10-03T15:15:17.000Z
2019-03-31T18:38:36.000Z
Python/hello-world-pt-BR.py
PushpneetSingh/Hello-world
def0f44737e02fb40063cd347e93e456658e2532
[ "MIT" ]
1,162
2018-10-03T15:05:49.000Z
2018-10-18T14:17:52.000Z
Python/hello-world-pt-BR.py
PushpneetSingh/Hello-world
def0f44737e02fb40063cd347e93e456658e2532
[ "MIT" ]
3,909
2018-10-03T15:07:19.000Z
2019-03-31T18:39:08.000Z
print(u"Olá mundo!")
20
20
0.7
4
20
3.5
1
0
0
0
0
0
0
0
0
0
0
0
0.05
20
1
20
20
0.736842
0
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0.47619
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0
true
0
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null
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0
1
0
0
0
0
1
0
5
7c6be61ef0d7cd7c0ad0f76e6b1f86ee30283323
1,180
py
Python
resources/dot_PyCharm/system/python_stubs/-762174762/PySide/QtCore/QAbstractFileEngineIterator.py
basepipe/developer_onboarding
05b6a776f8974c89517868131b201f11c6c2a5ad
[ "MIT" ]
1
2020-04-20T02:27:20.000Z
2020-04-20T02:27:20.000Z
resources/dot_PyCharm/system/python_stubs/cache/16012662ddca113c1f50140f9e0d3bd290a511015767475cf362e5267760f062/PySide/QtCore/QAbstractFileEngineIterator.py
basepipe/developer_onboarding
05b6a776f8974c89517868131b201f11c6c2a5ad
[ "MIT" ]
null
null
null
resources/dot_PyCharm/system/python_stubs/cache/16012662ddca113c1f50140f9e0d3bd290a511015767475cf362e5267760f062/PySide/QtCore/QAbstractFileEngineIterator.py
basepipe/developer_onboarding
05b6a776f8974c89517868131b201f11c6c2a5ad
[ "MIT" ]
null
null
null
# encoding: utf-8 # module PySide.QtCore # from C:\Python27\lib\site-packages\PySide\QtCore.pyd # by generator 1.147 # no doc # imports import Shiboken as __Shiboken class QAbstractFileEngineIterator(__Shiboken.Object): # no doc def currentFileInfo(self, *args, **kwargs): # real signature unknown pass def currentFileName(self, *args, **kwargs): # real signature unknown pass def currentFilePath(self, *args, **kwargs): # real signature unknown pass def filters(self, *args, **kwargs): # real signature unknown pass def hasNext(self, *args, **kwargs): # real signature unknown pass def nameFilters(self, *args, **kwargs): # real signature unknown pass def next(self, *args, **kwargs): # real signature unknown pass def path(self, *args, **kwargs): # real signature unknown pass def __init__(self, *args, **kwargs): # real signature unknown pass @staticmethod # known case of __new__ def __new__(S, *more): # real signature unknown; restored from __doc__ """ T.__new__(S, ...) -> a new object with type S, a subtype of T """ pass
25.652174
77
0.644915
142
1,180
5.190141
0.394366
0.176391
0.27137
0.21981
0.496608
0.496608
0.496608
0.445047
0
0
0
0.007865
0.245763
1,180
45
78
26.222222
0.820225
0.397458
0
0.434783
0
0
0
0
0
0
0
0
0
1
0.434783
false
0.434783
0.043478
0
0.521739
0
0
0
0
null
0
1
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
null
0
0
0
0
0
1
0
1
0
0
1
0
0
5
7c7af573be1400de8cf6ff87c171a26f3cda1e1f
96
py
Python
borze.py
AmitHasanShuvo/Programming
f47ecc626e518a0bf5f9f749afd15ce67bbe737b
[ "MIT" ]
8
2019-05-26T19:24:13.000Z
2021-03-24T17:36:14.000Z
borze.py
AmitHasanShuvo/Programming
f47ecc626e518a0bf5f9f749afd15ce67bbe737b
[ "MIT" ]
null
null
null
borze.py
AmitHasanShuvo/Programming
f47ecc626e518a0bf5f9f749afd15ce67bbe737b
[ "MIT" ]
1
2020-04-19T04:59:54.000Z
2020-04-19T04:59:54.000Z
a = input() a = a.replace('--', '2') a = a.replace('-.', '1') a = a.replace('.', '0') print(a)  
16
24
0.4375
16
96
2.625
0.4375
0.142857
0.642857
0
0
0
0
0
0
0
0
0.037975
0.177083
96
6
25
16
0.493671
0
0
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0
0
0.082474
0
0
0
0
0
0
0
null
null
0
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null
null
0.2
1
0
0
null
0
1
0
0
0
0
0
0
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0
0
0
0
1
0
0
1
0
0
0
0
0
0
0
null
0
0
0
0
1
0
0
0
0
0
0
0
0
5
7c80c3cc37ddb266e34cc1676cdc4a68cdabc9ff
32
py
Python
run_locally.py
nationalarchives/tdr-service-unavailable
fcb5930f57459b1e4e6d2d14244ebeecee2f6907
[ "MIT" ]
null
null
null
run_locally.py
nationalarchives/tdr-service-unavailable
fcb5930f57459b1e4e6d2d14244ebeecee2f6907
[ "MIT" ]
null
null
null
run_locally.py
nationalarchives/tdr-service-unavailable
fcb5930f57459b1e4e6d2d14244ebeecee2f6907
[ "MIT" ]
null
null
null
from app import app app.run()
8
20
0.6875
6
32
3.666667
0.666667
0
0
0
0
0
0
0
0
0
0
0
0.21875
32
3
21
10.666667
0.88
0
0
0
0
0
0
0
0
0
0
0
0
1
0
true
0
0.5
0
0.5
0
1
1
0
null
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
null
0
0
0
0
0
0
1
0
1
0
0
0
0
5
7cbab3e957076a86de0198f2fb2ae52e8d52e634
173
py
Python
lino_book/projects/min9/settings/memory.py
khchine5/book
b6272d33d49d12335d25cf0a2660f7996680b1d1
[ "BSD-2-Clause" ]
1
2018-01-12T14:09:58.000Z
2018-01-12T14:09:58.000Z
lino_book/projects/min9/settings/memory.py
khchine5/book
b6272d33d49d12335d25cf0a2660f7996680b1d1
[ "BSD-2-Clause" ]
4
2018-02-06T19:53:10.000Z
2019-08-01T21:47:44.000Z
lino_book/projects/min9/settings/memory.py
khchine5/book
b6272d33d49d12335d25cf0a2660f7996680b1d1
[ "BSD-2-Clause" ]
null
null
null
from .demo import * SITE.verbose_name = SITE.verbose_name + " (:memory:)" # SITE = Site(globals(), title=Site.title+" (:memory:)") DATABASES['default']['NAME'] = ':memory:'
34.6
56
0.653179
21
173
5.285714
0.52381
0.198198
0.27027
0
0
0
0
0
0
0
0
0
0.109827
173
4
57
43.25
0.720779
0.312139
0
0
0
0
0.25641
0
0
0
0
0
0
1
0
true
0
0.333333
0
0.333333
0
1
0
0
null
0
1
0
0
0
0
0
0
0
0
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0
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1
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0
0
0
0
0
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null
0
0
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0
0
0
1
0
1
0
0
0
0
5
6b09e9510878cd225e1975781111b1e1feae8734
1,229
py
Python
k2/python/host/k2host/properties.py
Jarvan-Wang/k2
7f164ecb804d15006fd30e8564d80e0fa212f011
[ "Apache-2.0" ]
144
2020-04-17T10:10:57.000Z
2022-03-25T19:07:54.000Z
k2/python/host/k2host/properties.py
Jarvan-Wang/k2
7f164ecb804d15006fd30e8564d80e0fa212f011
[ "Apache-2.0" ]
136
2020-04-22T10:35:10.000Z
2021-08-16T13:49:29.000Z
k2/python/host/k2host/properties.py
Jarvan-Wang/k2
7f164ecb804d15006fd30e8564d80e0fa212f011
[ "Apache-2.0" ]
26
2020-04-21T08:23:06.000Z
2021-09-02T15:23:53.000Z
# Copyright (c) 2020 Xiaomi Corporation (author: Haowen Qiu) # See ../../../LICENSE for clarification regarding multiple authors import torch from torch.utils.dlpack import to_dlpack from .fsa import Fsa from _k2host import _is_valid from _k2host import _is_top_sorted from _k2host import _is_arc_sorted from _k2host import _has_self_loops from _k2host import _is_acyclic from _k2host import _is_deterministic from _k2host import _is_epsilon_free from _k2host import _is_connected from _k2host import _is_empty def is_valid(fsa: Fsa) -> bool: return _is_valid(fsa.get_base()) def is_top_sorted(fsa: Fsa) -> bool: return _is_top_sorted(fsa.get_base()) def is_arc_sorted(fsa: Fsa) -> bool: return _is_arc_sorted(fsa.get_base()) def has_self_loops(fsa: Fsa) -> bool: return _has_self_loops(fsa.get_base()) def is_acyclic(fsa: Fsa) -> bool: return _is_acyclic(fsa.get_base()) def is_deterministic(fsa: Fsa) -> bool: return _is_deterministic(fsa.get_base()) def is_epsilon_free(fsa: Fsa) -> bool: return _is_epsilon_free(fsa.get_base()) def is_connected(fsa: Fsa) -> bool: return _is_connected(fsa.get_base()) def is_empty(fsa: Fsa) -> bool: return _is_empty(fsa.get_base())
22.759259
67
0.753458
193
1,229
4.404145
0.217617
0.105882
0.169412
0.169412
0.336471
0.056471
0
0
0
0
0
0.012452
0.150529
1,229
53
68
23.188679
0.801724
0.102522
0
0
0
0
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0
0
0
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1
0.3
false
0
0.4
0.3
1
0
0
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0
null
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0
1
0
0
0
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0
0
0
0
null
0
0
0
0
0
1
0
0
1
1
1
0
0
5
6b29a1af58169202c8dc76623da144e32be97995
25
py
Python
docassemble/MACourts/__init__.py
nonprofittechy/docassemble-MACourts
6035393a09cff3e8a371f19b79d1cde3a60691c1
[ "MIT" ]
2
2020-07-20T19:13:38.000Z
2021-03-02T04:30:44.000Z
docassemble/MACourts/__init__.py
nonprofittechy/docassemble-MACourts
6035393a09cff3e8a371f19b79d1cde3a60691c1
[ "MIT" ]
25
2020-04-11T18:40:32.000Z
2021-12-20T14:18:04.000Z
docassemble/MACourts/__init__.py
nonprofittechy/docassemble-MACourts
6035393a09cff3e8a371f19b79d1cde3a60691c1
[ "MIT" ]
7
2020-04-10T01:51:27.000Z
2021-06-25T21:24:48.000Z
__version__ = '0.0.58.2'
12.5
24
0.64
5
25
2.4
0.8
0
0
0
0
0
0
0
0
0
0
0.227273
0.12
25
1
25
25
0.318182
0
0
0
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0.32
0
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false
0
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null
0
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1
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1
0
0
0
0
0
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null
0
0
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0
0
0
0
0
0
0
0
0
0
5
8618b81e3f7d92d3dac7ffa13548c536b939484f
109
py
Python
tests/pydecompile-test/baselines/events_in_code_blocks.py
gengxf0505/pxt
eca93a0e0605e68adcfbebce778cc5912a10efcf
[ "MIT" ]
1
2020-04-17T01:45:18.000Z
2020-04-17T01:45:18.000Z
tests/pydecompile-test/baselines/events_in_code_blocks.py
gengxf0505/pxt
eca93a0e0605e68adcfbebce778cc5912a10efcf
[ "MIT" ]
3
2019-02-07T23:34:43.000Z
2019-03-06T18:25:37.000Z
tests/pydecompile-test/baselines/events_in_code_blocks.py
gengxf0505/pxt
eca93a0e0605e68adcfbebce778cc5912a10efcf
[ "MIT" ]
2
2019-10-29T06:56:11.000Z
2021-05-25T10:18:12.000Z
#/ <reference path="./testBlocks/mb.ts" /> def function_0(): basic.showNumber(7) basic.forever(function_0)
21.8
42
0.715596
15
109
5.066667
0.8
0.236842
0
0
0
0
0
0
0
0
0
0.030303
0.091743
109
5
43
21.8
0.737374
0.376147
0
0
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0
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0
0
0
1
0.333333
true
0
0
0
0.333333
0
1
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null
1
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0
0
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null
0
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0
0
1
1
0
0
0
0
0
0
5
863df256ad1c4ecc4568ea47ce82f56d31bf2e46
69
py
Python
soppi/sample.py
shikshan/soppi
007f654b0e9fe4bf7fc09e967615cb205a67dbaa
[ "MIT" ]
null
null
null
soppi/sample.py
shikshan/soppi
007f654b0e9fe4bf7fc09e967615cb205a67dbaa
[ "MIT" ]
null
null
null
soppi/sample.py
shikshan/soppi
007f654b0e9fe4bf7fc09e967615cb205a67dbaa
[ "MIT" ]
null
null
null
# content of test_sample.py def inc(x: int) -> int: return x + 1
17.25
27
0.623188
13
69
3.230769
0.846154
0
0
0
0
0
0
0
0
0
0
0.019231
0.246377
69
3
28
23
0.788462
0.362319
0
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0
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86a6435f792c7fc0f926b7e3c4e14710ea4c902b
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py
Python
Random-Programs/optimization/root/v4.py
naumoff0/Archive
d4ad2da89abb1576dd5a7c72ded6bf9b45c3f610
[ "MIT" ]
null
null
null
Random-Programs/optimization/root/v4.py
naumoff0/Archive
d4ad2da89abb1576dd5a7c72ded6bf9b45c3f610
[ "MIT" ]
null
null
null
Random-Programs/optimization/root/v4.py
naumoff0/Archive
d4ad2da89abb1576dd5a7c72ded6bf9b45c3f610
[ "MIT" ]
null
null
null
print(int(input(""))**0.5)
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86e079c3cae2dd930094e58b47942d7cc71d011d
11,293
py
Python
dcor/independence.py
lemiceterieux/dcor
205682a71463a2c6ab8f5b8b215ec12d44f0b5a6
[ "MIT" ]
null
null
null
dcor/independence.py
lemiceterieux/dcor
205682a71463a2c6ab8f5b8b215ec12d44f0b5a6
[ "MIT" ]
null
null
null
dcor/independence.py
lemiceterieux/dcor
205682a71463a2c6ab8f5b8b215ec12d44f0b5a6
[ "MIT" ]
null
null
null
""" Functions for testing independence of several distributions. The functions in this module provide methods for testing if the samples generated from two random vectors are independent. """ import numpy as np import scipy.stats from . import _dcor_internals, _hypothesis from ._dcor import u_distance_correlation_sqr from ._utils import _random_state_init, _transform_to_2d def distance_covariance_test( x, y, *, num_resamples=0, exponent=1, random_state=None, n_jobs=1, ): """ Test of distance covariance independence. Compute the test of independence based on the distance covariance, for two random vectors. The test is a permutation test where the null hypothesis is that the two random vectors are independent. Parameters ---------- x: array_like First random vector. The columns correspond with the individual random variables while the rows are individual instances of the random vector. y: array_like Second random vector. The columns correspond with the individual random variables while the rows are individual instances of the random vector. exponent: float Exponent of the Euclidean distance, in the range :math:`(0, 2)`. Equivalently, it is twice the Hurst parameter of fractional Brownian motion. num_resamples: int Number of permutations resamples to take in the permutation test. random_state: {None, int, array_like, numpy.random.RandomState} Random state to generate the permutations. Returns ------- HypothesisTest Results of the hypothesis test. See Also -------- distance_covariance Examples -------- >>> import numpy as np >>> import dcor >>> a = np.array([[1, 2, 3, 4], ... [5, 6, 7, 8], ... [9, 10, 11, 12], ... [13, 14, 15, 16]]) >>> b = np.array([[1, 0, 0, 1], ... [0, 1, 1, 1], ... [1, 1, 1, 1], ... [1, 1, 0, 1]]) >>> dcor.independence.distance_covariance_test(a, a) HypothesisTest(p_value=1.0, statistic=208.0) >>> dcor.independence.distance_covariance_test(a, b) ... # doctest: +ELLIPSIS HypothesisTest(p_value=1.0, statistic=11.75323056...) >>> dcor.independence.distance_covariance_test(b, b) HypothesisTest(p_value=1.0, statistic=1.3604610...) >>> dcor.independence.distance_covariance_test(a, b, ... num_resamples=5, random_state=0) HypothesisTest(p_value=0.5, statistic=11.7532305...) >>> dcor.independence.distance_covariance_test(a, b, ... num_resamples=5, random_state=13) HypothesisTest(p_value=0.3333333..., statistic=11.7532305...) >>> dcor.independence.distance_covariance_test(a, a, ... num_resamples=7, random_state=0) HypothesisTest(p_value=0.125, statistic=208.0) """ x = _transform_to_2d(x) y = _transform_to_2d(y) _dcor_internals._check_same_n_elements(x, y) random_state = _random_state_init(random_state) # Compute U-centered matrices u_x = _dcor_internals._distance_matrix_generic( x, centering=_dcor_internals.double_centered, exponent=exponent) u_y = _dcor_internals._distance_matrix_generic( y, centering=_dcor_internals.double_centered, exponent=exponent) # Use the dcov statistic def statistic_function(distance_matrix): return u_x.shape[0] * _dcor_internals.mean_product( distance_matrix, u_y) return _hypothesis._permutation_test_with_sym_matrix( u_x, statistic_function=statistic_function, num_resamples=num_resamples, random_state=random_state, n_jobs=n_jobs) def partial_distance_covariance_test( x, y, z, *, num_resamples=0, exponent=1, random_state=None, n_jobs=1, ): """ Test of partial distance covariance independence. Compute the test of independence based on the partial distance covariance, for two random vectors conditioned on a third. The test is a permutation test where the null hypothesis is that the first two random vectors are independent given the third one. Parameters ---------- x: array_like First random vector. The columns correspond with the individual random variables while the rows are individual instances of the random vector. y: array_like Second random vector. The columns correspond with the individual random variables while the rows are individual instances of the random vector. z: array_like Observed random vector. The columns correspond with the individual random variables while the rows are individual instances of the random vector. num_resamples: int Number of permutations resamples to take in the permutation test. random_state: {None, int, array_like, numpy.random.RandomState} Random state to generate the permutations. Returns ------- HypothesisTest Results of the hypothesis test. See Also -------- partial_distance_covariance Examples -------- >>> import numpy as np >>> import dcor >>> a = np.array([[1, 2, 3, 4], ... [5, 6, 7, 8], ... [9, 10, 11, 12], ... [13, 14, 15, 16]]) >>> b = np.array([[1, 0, 0, 1], ... [0, 1, 1, 1], ... [1, 1, 1, 1], ... [1, 1, 0, 1]]) >>> c = np.array([[1000, 0, 0, 1000], ... [0, 1000, 1000, 1000], ... [1000, 1000, 1000, 1000], ... [1000, 1000, 0, 1000]]) >>> dcor.independence.partial_distance_covariance_test(a, a, b) ... # doctest: +ELLIPSIS HypothesisTest(p_value=1.0, statistic=142.6664416...) >>> dcor.independence.partial_distance_covariance_test(a, b, c) ... # doctest: +ELLIPSIS HypothesisTest(p_value=1.0, statistic=7.2690070...e-15) >>> dcor.independence.partial_distance_covariance_test(b, b, c) ... # doctest: +ELLIPSIS HypothesisTest(p_value=1.0, statistic=2.2533380...e-30) >>> dcor.independence.partial_distance_covariance_test(a, b, c, ... num_resamples=5, random_state=0) HypothesisTest(p_value=0.1666666..., statistic=7.2690070...e-15) >>> dcor.independence.partial_distance_covariance_test(a, b, c, ... num_resamples=5, random_state=13) HypothesisTest(p_value=0.1666666..., statistic=7.2690070...e-15) >>> dcor.independence.partial_distance_covariance_test(a, c, b, ... num_resamples=7, random_state=0) HypothesisTest(p_value=1.0, statistic=-7.5701764...e-12) """ random_state = _random_state_init(random_state) # Compute U-centered matrices u_x = _dcor_internals._u_distance_matrix(x, exponent=exponent) u_y = _dcor_internals._u_distance_matrix(y, exponent=exponent) u_z = _dcor_internals._u_distance_matrix(z, exponent=exponent) # Compute projections proj = _dcor_internals.u_complementary_projection(u_z) p_xz = proj(u_x) p_yz = proj(u_y) # Use the pdcor statistic def statistic_function(distance_matrix): return u_x.shape[0] * _dcor_internals.u_product( distance_matrix, p_yz) return _hypothesis._permutation_test_with_sym_matrix( p_xz, statistic_function=statistic_function, num_resamples=num_resamples, random_state=random_state, n_jobs=n_jobs) def distance_correlation_t_statistic(x, y): """ Transformation of the bias corrected version of distance correlation used in :func:`distance_correlation_t_test`. Parameters ---------- x: array_like First random vector. The columns correspond with the individual random variables while the rows are individual instances of the random vector. y: array_like Second random vector. The columns correspond with the individual random variables while the rows are individual instances of the random vector. Returns ------- numpy scalar T statistic. See Also -------- distance_correlation_t_test Examples -------- >>> import numpy as np >>> import dcor >>> a = np.array([[1, 2, 3, 4], ... [5, 6, 7, 8], ... [9, 10, 11, 12], ... [13, 14, 15, 16]]) >>> b = np.array([[1, 0, 0, 1], ... [0, 1, 1, 1], ... [1, 1, 1, 1], ... [1, 1, 0, 1]]) >>> with np.errstate(divide='ignore'): ... dcor.independence.distance_correlation_t_statistic(a, a) inf >>> dcor.independence.distance_correlation_t_statistic(a, b) ... # doctest: +ELLIPSIS -0.4430164... >>> with np.errstate(divide='ignore'): ... dcor.independence.distance_correlation_t_statistic(b, b) inf """ bcdcor = u_distance_correlation_sqr(x, y) n = x.shape[0] v = n * (n - 3) / 2 return np.sqrt(v - 1) * bcdcor / np.sqrt(1 - bcdcor**2) def distance_correlation_t_test(x, y): """ Test of independence for high dimension based on convergence to a Student t distribution. The null hypothesis is that the two random vectors are independent. Parameters ---------- x: array_like First random vector. The columns correspond with the individual random variables while the rows are individual instances of the random vector. y: array_like Second random vector. The columns correspond with the individual random variables while the rows are individual instances of the random vector. Returns ------- HypothesisTest Results of the hypothesis test. See Also -------- distance_correlation_t_statistic Examples -------- >>> import numpy as np >>> import dcor >>> a = np.array([[1, 2, 3, 4], ... [5, 6, 7, 8], ... [9, 10, 11, 12], ... [13, 14, 15, 16]]) >>> b = np.array([[1, 0, 0, 1], ... [0, 1, 1, 1], ... [1, 1, 1, 1], ... [1, 1, 0, 1]]) >>> with np.errstate(divide='ignore'): ... dcor.independence.distance_correlation_t_test(a, a) ... # doctest: +ELLIPSIS HypothesisTest(p_value=0.0, statistic=inf) >>> dcor.independence.distance_correlation_t_test(a, b) ... # doctest: +ELLIPSIS HypothesisTest(p_value=0.6327451..., statistic=-0.4430164...) >>> with np.errstate(divide='ignore'): ... dcor.independence.distance_correlation_t_test(b, b) ... # doctest: +ELLIPSIS HypothesisTest(p_value=0.0, statistic=inf) """ t_test = distance_correlation_t_statistic(x, y) n = x.shape[0] v = n * (n - 3) / 2 df = v - 1 p_value = 1 - scipy.stats.t.cdf(t_test, df=df) return _hypothesis.HypothesisTest(p_value=p_value, statistic=t_test)
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py
Python
SWIM-Executables/Windows/pyinstaller-2.0 for windows/PyInstaller/hooks/hook-PyQt4.phonon.py
alexsigaras/SWIM
1a35df8acb26bdcb307a1b8f60e9feba68ed1715
[ "MIT" ]
47
2020-03-08T08:43:28.000Z
2022-03-18T18:51:55.000Z
SWIM-Executables/Windows/pyinstaller-2.0 for windows/PyInstaller/hooks/hook-PyQt4.phonon.py
alexsigaras/SWIM
1a35df8acb26bdcb307a1b8f60e9feba68ed1715
[ "MIT" ]
null
null
null
SWIM-Executables/Windows/pyinstaller-2.0 for windows/PyInstaller/hooks/hook-PyQt4.phonon.py
alexsigaras/SWIM
1a35df8acb26bdcb307a1b8f60e9feba68ed1715
[ "MIT" ]
16
2020-03-08T08:43:30.000Z
2022-01-10T22:05:57.000Z
hiddenimports = ['sip', 'PyQt4.QtGui', 'PyQt4._qt'] from PyInstaller.hooks.hookutils import qt4_plugins_binaries def hook(mod): mod.binaries.extend(qt4_plugins_binaries('phonon_backend')) return mod
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d4b2424c1e77c6c44ed58c02c4ec0dcbec8b6934
132
py
Python
build/lib/rigidregistration/__init__.py
kem-group/rigidRegistration
cd6bef208d4b475954e2b3970d6ec11c15f61d70
[ "MIT" ]
3
2021-10-07T18:01:32.000Z
2022-03-10T17:01:32.000Z
build/lib/rigidregistration/__init__.py
kem-group/rigidRegistration
cd6bef208d4b475954e2b3970d6ec11c15f61d70
[ "MIT" ]
null
null
null
build/lib/rigidregistration/__init__.py
kem-group/rigidRegistration
cd6bef208d4b475954e2b3970d6ec11c15f61d70
[ "MIT" ]
1
2022-03-10T17:01:36.000Z
2022-03-10T17:01:36.000Z
from . import utils from . import display from . import save from . import FFTW from . import stackregistration __version__="0.2.1"
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d4c271023ce05496e3aeca43f2ffb25c230ab172
184
py
Python
x7/geom/needs_test.py
gribbg/x7-geom
a01ef29dc47f1587e3390b552decf92db0bbaa20
[ "BSD-2-Clause" ]
null
null
null
x7/geom/needs_test.py
gribbg/x7-geom
a01ef29dc47f1587e3390b552decf92db0bbaa20
[ "BSD-2-Clause" ]
null
null
null
x7/geom/needs_test.py
gribbg/x7-geom
a01ef29dc47f1587e3390b552decf92db0bbaa20
[ "BSD-2-Clause" ]
null
null
null
""" Simple file to validate that maketests is working. Call maketests via: >>> from x7.shell import *; maketests('x7.sample.needs_tests') """ def needs_a_test(a, b): return a+b
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5
be288cac85f4b858cc1c87f0fce298bec6844670
4,770
py
Python
aql/tests/types/aql_test_list_types.py
menify/sandbox
32166c71044f0d5b414335b2b6559adc571f568c
[ "MIT" ]
null
null
null
aql/tests/types/aql_test_list_types.py
menify/sandbox
32166c71044f0d5b414335b2b6559adc571f568c
[ "MIT" ]
null
null
null
aql/tests/types/aql_test_list_types.py
menify/sandbox
32166c71044f0d5b414335b2b6559adc571f568c
[ "MIT" ]
null
null
null
import sys import os.path import timeit sys.path.insert( 0, os.path.normpath(os.path.join( os.path.dirname( __file__ ), '..') )) from aql_tests import skip, AqlTestCase, runLocalTests from aql.util_types import UniqueList, SplitListType, List, ValueListType #//===========================================================================// class TestListTypes( AqlTestCase ): def test_unique_list(self): ul = UniqueList( [1,2,3,2,1,3] ); ul.selfTest() self.assertEqual( ul, [2,3,1]) self.assertEqual( list(ul), [1,2,3]) ul = UniqueList() ul.append( 1 ); ul.selfTest() ul.append( 3 ); ul.selfTest() ul.append( 1 ); ul.selfTest() ul.append( 2 ); ul.selfTest() ul.append( 3 ); ul.selfTest() ul.append( 1 ); ul.selfTest() self.assertEqual( list(ul), [1,3,2]) ul.append_front( 2 ); ul.selfTest() self.assertEqual( list(ul), [2,1,3]) ul.extend( [4,1,2,2,5] ); ul.selfTest() self.assertEqual( list(ul), [2,1,3,4,5]) ul.extend_front( [1,2,2,3,1,1,5,5] ); ul.selfTest() self.assertEqual( list(ul), [1,2,3,5,4]) self.assertEqual( list(ul), [1,2,3,5,4]) ul.remove( 1 ); ul.selfTest() self.assertEqual( list(ul), [2,3,5,4]) ul.remove( 5 ); ul.selfTest() self.assertEqual( list(ul), [2,3,4]) ul.remove( 55 ); ul.selfTest() self.assertEqual( list(ul), [2,3,4]) self.assertEqual( ul.pop(), 4 ); ul.selfTest() self.assertEqual( ul.pop_front(), 2 ); ul.selfTest() self.assertEqual( ul.pop_front(), 3 ); ul.selfTest() ul += [1,2,2,2,3,1,2,4,3,3,5,4,5,5]; ul.selfTest() self.assertEqual( list(ul), [1,2,3,4,5]) ul -= [2,2,2,4,33]; ul.selfTest() self.assertEqual( list(ul), [1,3,5]) self.assertEqual( ul[0], 1) self.assertEqual( ul[2], 5) self.assertEqual( ul[1], 3) self.assertIn( 1, ul) self.assertEqual( list(reversed(ul)), [5,3,1]) ul.reverse(); ul.selfTest() self.assertEqual( ul, [5,3,1] ) ul.reverse(); ul.selfTest() self.assertEqual( str(ul), "[1, 3, 5]" ) self.assertEqual( ul, UniqueList([1, 3, 5]) ) self.assertEqual( ul, UniqueList(ul) ) self.assertLess( UniqueList([1,2,2,2,3]), UniqueList([1,2,1,1,1,4]) ) self.assertLess( UniqueList([1,2,2,2,3]), [1,2,1,1,1,4] ) #//===========================================================================// def test_splitlist(self): l = SplitListType( List, ", \t\n\r" )("1,2, 3,,, \n\r\t4") self.assertEqual( l, ['1','2','3','4'] ) self.assertEqual( l, "1,2,3,4" ) self.assertEqual( l, "1 2 3 4" ) self.assertEqual( str(l), "1,2,3,4" ) l += "7, 8" self.assertEqual( l, ['1','2','3','4','7','8'] ) l -= "2, 3" self.assertEqual( l, ['1','4','7','8'] ) l -= "5" self.assertEqual( l, ['1','4','7','8'] ) l.extend_front( "10,12" ) self.assertEqual( l, ['10','12','1','4','7','8'] ) l.extend( "0,-1" ) self.assertEqual( l, ['10','12','1','4','7','8', '0', '-1'] ) #//===========================================================================// def test_valuelist(self): l = SplitListType( ValueListType( List, int ), ", \t\n\r" )("1,2, 3,,, \n\r\t4") self.assertEqual( l, [1,2,3,4] ) self.assertEqual( l, "1,2,3,4" ) self.assertEqual( l, "1 2 3 4" ) self.assertEqual( str(l), "1,2,3,4" ) l += [7, 8] self.assertEqual( l, ['1','2','3','4','7','8'] ) l += 78 self.assertEqual( l, ['1','2','3','4','7','8', 78] ) l -= 78 self.assertEqual( l, ['1','2','3','4','7','8'] ) l -= "2, 3" self.assertEqual( l, ['1','4','7','8'] ) l -= "5" self.assertEqual( l, ['1','4','7','8'] ) l.extend_front( "10,12" ) self.assertEqual( l, ['10','12','1','4','7','8'] ) l.extend( "0,-1" ) self.assertEqual( l, [10,12,1,4,7,8,0,-1] ) l[0] = "5" self.assertEqual( l, [5,12,1,4,7,8,0,-1] ) #//===========================================================================// def test_list(self): l = List([1,2,3,4]) self.assertEqual( l, [1,2,3,4] ) l += [7, 8] self.assertEqual( l, [1,2,3,4,7,8] ) l += 78 self.assertEqual( l, [1,2,3,4,7,8,78] ) l -= 78 self.assertEqual( l, [1,2,3,4,7,8] ) l -= [2, 3] self.assertEqual( l, [1,4,7,8] ) l -= 5 self.assertEqual( l, [1,4,7,8] ) l.extend_front( [10,12] ) self.assertEqual( l, [10,12,1,4,7,8] ) l.extend( [0,-1] ) self.assertEqual( l, [10,12,1,4,7,8, 0, -1] ) #//===========================================================================// if __name__ == "__main__": runLocalTests()
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5
07babdb06c676058838f65ac7fea336d215d962b
339
py
Python
src/dependencies/contrib/celery.py
nicoddemus/dependencies
74180e2c6098d8ad03bc53c5703bdf8dc61c3ed9
[ "BSD-2-Clause" ]
null
null
null
src/dependencies/contrib/celery.py
nicoddemus/dependencies
74180e2c6098d8ad03bc53c5703bdf8dc61c3ed9
[ "BSD-2-Clause" ]
null
null
null
src/dependencies/contrib/celery.py
nicoddemus/dependencies
74180e2c6098d8ad03bc53c5703bdf8dc61c3ed9
[ "BSD-2-Clause" ]
null
null
null
""" dependencies.contrib.celery --------------------------- This module implements injectable Celery task. :copyright: (c) 2016-2020 by dry-python team. :license: BSD, see LICENSE for more details. """ from _dependencies.contrib.celery import shared_task from _dependencies.contrib.celery import task __all__ = ["shared_task", "task"]
22.6
52
0.710914
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5.682927
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14
53
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1
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5
07be5334fc353ee2aa3b8e027797471255271069
102
py
Python
CodeWars/2016/NumberOfOccurrences-7k.py
JLJTECH/TutorialTesting
f2dbbd49a86b3b086d0fc156ac3369fb74727f86
[ "MIT" ]
null
null
null
CodeWars/2016/NumberOfOccurrences-7k.py
JLJTECH/TutorialTesting
f2dbbd49a86b3b086d0fc156ac3369fb74727f86
[ "MIT" ]
null
null
null
CodeWars/2016/NumberOfOccurrences-7k.py
JLJTECH/TutorialTesting
f2dbbd49a86b3b086d0fc156ac3369fb74727f86
[ "MIT" ]
null
null
null
#Return the count of int(s) in passed array. def number_of_occurrences(s, xs): return xs.count(s)
34
45
0.72549
19
102
3.789474
0.684211
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102
3
46
34
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0
0
1
1
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5
07c5ea304ad9e83dcc3f691f719157c2c8a1317f
85
py
Python
app/auth/__init__.py
louisenje/Pitches
11248906ffa7d1b6ed6c47db0c5e7bd3b4768825
[ "Unlicense" ]
null
null
null
app/auth/__init__.py
louisenje/Pitches
11248906ffa7d1b6ed6c47db0c5e7bd3b4768825
[ "Unlicense" ]
null
null
null
app/auth/__init__.py
louisenje/Pitches
11248906ffa7d1b6ed6c47db0c5e7bd3b4768825
[ "Unlicense" ]
null
null
null
from flask import Blueprint auth=Blueprint('auth',__name__) from .import views,forms
21.25
31
0.811765
12
85
5.416667
0.666667
0.4
0
0
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85
4
32
21.25
0.844156
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null
0
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0
0
1
0
0
1
0
5
07cdddcbeb3cb4de7a49a05fd2f00ba890200e08
180
py
Python
space_game/events/KeyPressedEvent.py
Iwomichu/probable-giggle
2af5ed83a60d65ec9d509c217cb5fcb880d5dbcc
[ "MIT" ]
1
2020-11-30T11:21:21.000Z
2020-11-30T11:21:21.000Z
space_game/events/KeyPressedEvent.py
Iwomichu/probable-giggle
2af5ed83a60d65ec9d509c217cb5fcb880d5dbcc
[ "MIT" ]
5
2020-11-03T16:46:49.000Z
2021-01-24T14:29:24.000Z
space_game/events/KeyPressedEvent.py
Iwomichu/probable-giggle
2af5ed83a60d65ec9d509c217cb5fcb880d5dbcc
[ "MIT" ]
null
null
null
from dataclasses import dataclass from space_game.domain_names import KeyId from space_game.events.Event import Event @dataclass class KeyPressedEvent(Event): key_id: KeyId
18
41
0.822222
25
180
5.76
0.6
0.125
0.180556
0
0
0
0
0
0
0
0
0
0.133333
180
9
42
20
0.923077
0
0
0
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true
0
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0
1
0
1
0
0
0
0
5
6afda5b387926673c59318881a0eddf14e127e55
732
py
Python
src/spaceone/monitoring/conf/proto_conf.py
jean1042/monitoring
0585a1ea52ec13285eaca81cc5b19fa3f7a1fba4
[ "Apache-2.0" ]
5
2020-06-04T23:01:30.000Z
2020-09-09T08:58:51.000Z
src/spaceone/monitoring/conf/proto_conf.py
jean1042/monitoring
0585a1ea52ec13285eaca81cc5b19fa3f7a1fba4
[ "Apache-2.0" ]
8
2021-11-12T08:13:00.000Z
2022-03-28T11:13:12.000Z
src/spaceone/monitoring/conf/proto_conf.py
jean1042/monitoring
0585a1ea52ec13285eaca81cc5b19fa3f7a1fba4
[ "Apache-2.0" ]
7
2020-06-10T01:56:35.000Z
2021-12-02T05:36:21.000Z
PROTO = { 'spaceone.monitoring.interface.grpc.v1.data_source': ['DataSource'], 'spaceone.monitoring.interface.grpc.v1.metric': ['Metric'], 'spaceone.monitoring.interface.grpc.v1.project_alert_config': ['ProjectAlertConfig'], 'spaceone.monitoring.interface.grpc.v1.escalation_policy': ['EscalationPolicy'], 'spaceone.monitoring.interface.grpc.v1.event_rule': ['EventRule'], 'spaceone.monitoring.interface.grpc.v1.webhook': ['Webhook'], 'spaceone.monitoring.interface.grpc.v1.maintenance_window': ['MaintenanceWindow'], 'spaceone.monitoring.interface.grpc.v1.alert': ['Alert'], 'spaceone.monitoring.interface.grpc.v1.note': ['Note'], 'spaceone.monitoring.interface.grpc.v1.event': ['Event'], }
56.307692
89
0.730874
77
732
6.87013
0.324675
0.340265
0.510397
0.586011
0.642722
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0
0.01497
0.087432
732
12
90
61
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0
0
0
0
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5
ed1e65bf06947a5b605eebf0c5bd1f30e38649c8
142
py
Python
admin.py
nielsrolf/django-error-logs
4e516e021d34e255f1282c98bffa53a265c48bab
[ "Apache-2.0" ]
null
null
null
admin.py
nielsrolf/django-error-logs
4e516e021d34e255f1282c98bffa53a265c48bab
[ "Apache-2.0" ]
null
null
null
admin.py
nielsrolf/django-error-logs
4e516e021d34e255f1282c98bffa53a265c48bab
[ "Apache-2.0" ]
null
null
null
from django.contrib import admin from .models import * # Register your models here. admin.site.register(ErrorGroup) admin.site.register(Error)
28.4
32
0.809859
20
142
5.75
0.6
0.156522
0.295652
0
0
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0.098592
142
5
33
28.4
0.898438
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null
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0
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1
0
1
0
0
0
0
5
ed2f544f652b3b129baea0ccaadd7dd101ff1f6a
49
py
Python
2_b_builtins_dynamic_recall.py
traff/python_completion_benchmark
df25caaabf46f8b6eca34d5618052bff7ea8b0bf
[ "Xnet", "X11" ]
1
2018-11-23T18:53:05.000Z
2018-11-23T18:53:05.000Z
2_b_builtins_dynamic_recall.py
traff/python_completion_benchmark
df25caaabf46f8b6eca34d5618052bff7ea8b0bf
[ "Xnet", "X11" ]
null
null
null
2_b_builtins_dynamic_recall.py
traff/python_completion_benchmark
df25caaabf46f8b6eca34d5618052bff7ea8b0bf
[ "Xnet", "X11" ]
null
null
null
import builtins builtins.foo = 'bar' foo # foo
9.8
20
0.693878
7
49
4.857143
0.571429
0
0
0
0
0
0
0
0
0
0
0
0.204082
49
5
21
9.8
0.871795
0.061224
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0
0.066667
0
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0
0
0
1
0
true
0
0.333333
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0.333333
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1
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null
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1
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0
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null
0
0
0
0
0
0
1
0
1
0
0
0
0
5
ed45fdb6ca6f0aa4bd602cf9c46a5336b5f100f3
115
py
Python
algorithms/521. Longest Uncommon Subsequence I.py
woozway/py3-leetcode
e51a9ce7a6bb3e35c0fcb8c8f4f6cd5763708dbf
[ "MIT" ]
1
2020-12-02T13:54:30.000Z
2020-12-02T13:54:30.000Z
algorithms/521. Longest Uncommon Subsequence I.py
woozway/py3-leetcode
e51a9ce7a6bb3e35c0fcb8c8f4f6cd5763708dbf
[ "MIT" ]
null
null
null
algorithms/521. Longest Uncommon Subsequence I.py
woozway/py3-leetcode
e51a9ce7a6bb3e35c0fcb8c8f4f6cd5763708dbf
[ "MIT" ]
null
null
null
class Solution: def findLUSlength(self, a: str, b: str) -> int: return -1 if a == b else max(len(a), len(b))
28.75
49
0.608696
21
115
3.333333
0.714286
0
0
0
0
0
0
0
0
0
0
0.011111
0.217391
115
3
50
38.333333
0.766667
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0
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0
0
1
0.333333
false
0
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null
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null
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0
1
0
0
0
1
1
0
0
5
ed5a1b538137819cd768e00bc5a8aa7705765275
37
py
Python
dthm4kaiako/events/__init__.py
taskmaker1/dthm4kaiako
681babc10b3223b5ae7fdf19b98c53d2bef4ea1a
[ "MIT" ]
3
2018-12-10T07:03:02.000Z
2021-04-12T02:18:30.000Z
dthm4kaiako/events/__init__.py
taskmaker1/dthm4kaiako
681babc10b3223b5ae7fdf19b98c53d2bef4ea1a
[ "MIT" ]
566
2018-09-30T02:54:28.000Z
2022-03-28T01:20:01.000Z
dthm4kaiako/events/__init__.py
taskmaker1/dthm4kaiako
681babc10b3223b5ae7fdf19b98c53d2bef4ea1a
[ "MIT" ]
3
2019-04-04T19:53:39.000Z
2021-05-16T02:04:46.000Z
"""Module for events application."""
18.5
36
0.702703
4
37
6.5
1
0
0
0
0
0
0
0
0
0
0
0
0.108108
37
1
37
37
0.787879
0.810811
0
null
0
null
0
0
null
0
0
0
null
1
null
true
0
0
null
null
null
1
1
0
null
0
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1
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1
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null
0
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0
1
0
0
0
0
0
0
5
ed6e6b0df61cc3926c2f1e1ffc6195fcb5a7b2f1
13
py
Python
deep-learning-app/src/models/__init__.py
everbrez/Deep-Learning-based-Chemical-Graphics-Analysis-Platform
5ecaedadd74e96891c28d9f73384e07c1526916b
[ "Apache-2.0" ]
1
2021-04-30T10:44:32.000Z
2021-04-30T10:44:32.000Z
deep-learning-app/src/models/__init__.py
everbrez/Deep-Learning-based-Chemical-Graphics-Analysis-Platform
5ecaedadd74e96891c28d9f73384e07c1526916b
[ "Apache-2.0" ]
null
null
null
deep-learning-app/src/models/__init__.py
everbrez/Deep-Learning-based-Chemical-Graphics-Analysis-Platform
5ecaedadd74e96891c28d9f73384e07c1526916b
[ "Apache-2.0" ]
null
null
null
print('init')
13
13
0.692308
2
13
4.5
1
0
0
0
0
0
0
0
0
0
0
0
0
13
1
13
13
0.692308
0
0
0
0
0
0.285714
0
0
0
0
0
0
1
0
true
0
0
0
0
1
1
1
0
null
0
0
0
0
0
0
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0
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1
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null
0
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0
0
0
1
0
0
0
0
1
0
5
71f6399c6d0b985a134ae6927664662c261371d5
330
py
Python
question_answering/stubs.py
uliang/NaturalLanguageQueryingSystem
d18b4ae429362ba311d6f26debbcfe391b810458
[ "MIT" ]
null
null
null
question_answering/stubs.py
uliang/NaturalLanguageQueryingSystem
d18b4ae429362ba311d6f26debbcfe391b810458
[ "MIT" ]
null
null
null
question_answering/stubs.py
uliang/NaturalLanguageQueryingSystem
d18b4ae429362ba311d6f26debbcfe391b810458
[ "MIT" ]
null
null
null
from collections import namedtuple from unittest.mock import MagicMock _fake_ext = namedtuple('_', ['qtype', 'kb_ident']) class FakeDoc: def __init__(self, text, qtype, kb_ident): self._ = _fake_ext(qtype, kb_ident) self.text = text def __str__(self): return f"<[MOCKED NLP]{self.text}>"
23.571429
51
0.654545
42
330
4.738095
0.547619
0.105528
0.180905
0.160804
0
0
0
0
0
0
0
0
0.224242
330
13
52
25.384615
0.777344
0
0
0
0
0
0.118182
0
0
0
0
0
0
1
0.222222
false
0
0.222222
0.111111
0.666667
0
0
0
0
null
0
1
1
0
0
0
0
0
0
0
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0
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0
0
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0
0
0
0
0
null
0
0
0
0
0
1
0
0
0
1
1
0
0
5
71ff26bb500f7231ddf77573e218582db161237c
143
py
Python
blog/views.py
kbilak/City-portal
f567764f3c4ae0287a178acf77f060dde0424f26
[ "MIT" ]
null
null
null
blog/views.py
kbilak/City-portal
f567764f3c4ae0287a178acf77f060dde0424f26
[ "MIT" ]
null
null
null
blog/views.py
kbilak/City-portal
f567764f3c4ae0287a178acf77f060dde0424f26
[ "MIT" ]
null
null
null
from django.shortcuts import render from django.views.generic import TemplateView def index(request): return render(request, 'index.html')
28.6
45
0.797203
19
143
6
0.684211
0.175439
0
0
0
0
0
0
0
0
0
0
0.118881
143
5
46
28.6
0.904762
0
0
0
0
0
0.069444
0
0
0
0
0
0
1
0.25
false
0
0.5
0.25
1
0
1
0
0
null
0
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0
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0
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0
null
0
0
0
0
0
1
0
0
1
1
0
0
0
5
9c0520151db9426f768e41a165d1e59bc2354107
198
py
Python
src/eavatar.ava/pod/mods/tasks/__init__.py
eavatar/ava
4f09c5417b7187dd919b7edabb8c516d8efc0696
[ "BSD-3-Clause" ]
null
null
null
src/eavatar.ava/pod/mods/tasks/__init__.py
eavatar/ava
4f09c5417b7187dd919b7edabb8c516d8efc0696
[ "BSD-3-Clause" ]
null
null
null
src/eavatar.ava/pod/mods/tasks/__init__.py
eavatar/ava
4f09c5417b7187dd919b7edabb8c516d8efc0696
[ "BSD-3-Clause" ]
null
null
null
# -*- coding: utf-8 -*- """ Modules for exposing functions that can be run as tasks. """ from __future__ import (absolute_import, division, print_function, unicode_literals)
28.285714
57
0.651515
23
198
5.304348
0.956522
0
0
0
0
0
0
0
0
0
0
0.006667
0.242424
198
6
58
33
0.806667
0.39899
0
0
0
0
0
0
0
0
0
0
0
1
0
true
0
0.5
0
0.5
0.5
1
0
0
null
0
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1
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0
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null
0
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0
0
1
0
1
0
0
1
0
5
9c097a6d565de2831c6dc5b3639c640259afd08c
50
py
Python
bayes_race/pp/__init__.py
DaniMarts/bayesrace
3d0d2b26dac2e33ad7e38513304cfb259abe351c
[ "MIT" ]
23
2020-03-27T03:28:04.000Z
2022-02-24T11:21:18.000Z
bayes_race/pp/__init__.py
DaniMarts/bayesrace
3d0d2b26dac2e33ad7e38513304cfb259abe351c
[ "MIT" ]
1
2021-07-08T22:02:15.000Z
2021-07-08T22:02:15.000Z
bayes_race/pp/__init__.py
DaniMarts/bayesrace
3d0d2b26dac2e33ad7e38513304cfb259abe351c
[ "MIT" ]
17
2020-10-27T06:09:34.000Z
2022-03-23T05:28:23.000Z
from bayes_race.pp.pure_pursuit import purePursuit
50
50
0.9
8
50
5.375
1
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50
0.914894
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1
0
1
0
1
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0
5
9c1460432a4091cc49024232356f533f6d3b650a
366
py
Python
__init__.py
LaptopBiologist/ReferenceAnalyzer
109f1f58ee2b0173e7285156091ba2b11459ff85
[ "MIT" ]
null
null
null
__init__.py
LaptopBiologist/ReferenceAnalyzer
109f1f58ee2b0173e7285156091ba2b11459ff85
[ "MIT" ]
null
null
null
__init__.py
LaptopBiologist/ReferenceAnalyzer
109f1f58ee2b0173e7285156091ba2b11459ff85
[ "MIT" ]
null
null
null
#------------------------------------------------------------------------------- # Name: module1 # Purpose: # # Author: I am # # Created: 02/11/2017 # Copyright: (c) I am 2017 # Licence: <your licence> #------------------------------------------------------------------------------- def main(): pass if __name__ == '__main__': main()
21.529412
80
0.300546
25
366
4.08
0.72
0.058824
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0.180328
366
16
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22.875
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0.25
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1
1
1
0
0
0
0
0
5
9c34eed08700cdd8cf4f29ef427c58eea1da7c35
4,241
py
Python
dependencies/svgwrite/tests/test_drawing.py
charlesmchen/typefacet
8c6db26d0c599ece16f3704696811275120a4044
[ "Apache-2.0" ]
21
2015-01-16T05:10:02.000Z
2021-06-11T20:48:15.000Z
dependencies/svgwrite/tests/test_drawing.py
charlesmchen/typefacet
8c6db26d0c599ece16f3704696811275120a4044
[ "Apache-2.0" ]
1
2019-09-09T12:10:27.000Z
2020-05-22T10:12:14.000Z
dependencies/svgwrite/tests/test_drawing.py
charlesmchen/typefacet
8c6db26d0c599ece16f3704696811275120a4044
[ "Apache-2.0" ]
2
2015-05-03T04:51:08.000Z
2018-08-24T08:28:53.000Z
#!/usr/bin/env python #coding:utf-8 # Author: mozman --<mozman@gmx.at> # Purpose: test drawing module # Created: 11.09.2010 # Copyright (C) 2010, Manfred Moitzi # License: GPLv3 from __future__ import unicode_literals import os import unittest from io import StringIO from svgwrite.drawing import Drawing from svgwrite.container import Group class TestDrawingFullProfile(unittest.TestCase): def test_empty_drawing(self): dwg = Drawing() result = dwg.tostring() self.assertEqual(result, '<svg baseProfile="full" height="100%" version="1.1" '\ 'width="100%" xmlns="http://www.w3.org/2000/svg" '\ 'xmlns:ev="http://www.w3.org/2001/xml-events" '\ 'xmlns:xlink="http://www.w3.org/1999/xlink"><defs /></svg>') def test_stylesheet(self): dwg = Drawing() dwg.add_stylesheet('test.css', 'Test') f = StringIO() dwg.write(f) result = f.getvalue() f.close() self.assertEqual(result, '<?xml version="1.0" encoding="utf-8" ?>\n' \ '<?xml-stylesheet href="test.css" type="text/css" title="Test" alternate="no" media="screen"?>\n' '<svg baseProfile="full" height="100%" version="1.1" width="100%" '\ 'xmlns="http://www.w3.org/2000/svg" xmlns:ev="http://www.w3.org/2001/xml-events" '\ 'xmlns:xlink="http://www.w3.org/1999/xlink"><defs /></svg>') def test_save(self): fn = 'test_drawing.svg' if os.path.exists(fn): os.remove(fn) dwg = Drawing(fn) dwg.save() self.assertTrue(os.path.exists(fn)) os.remove(fn) def test_save_as(self): fn = 'test_drawing.svg' if os.path.exists(fn): os.remove(fn) dwg = Drawing() dwg.saveas(fn) self.assertTrue(os.path.exists(fn)) os.remove(fn) def test_non_us_ascii_chars(self): dwg = Drawing() dwg.set_desc('öäü') f = StringIO() dwg.write(f) result = f.getvalue() f.close() self.assertEqual(result, '<?xml version="1.0" encoding="utf-8" ?>\n' \ '<svg baseProfile="full" height="100%" version="1.1" width="100%" '\ 'xmlns="http://www.w3.org/2000/svg" xmlns:ev="http://www.w3.org/2001/xml-events" '\ 'xmlns:xlink="http://www.w3.org/1999/xlink">' '<title>öäü</title><defs /></svg>') class TestDrawingTinyProfile(unittest.TestCase): def test_empty_drawing(self): dwg = Drawing(profile="tiny") result = dwg.tostring() self.assertEqual(result, '<svg baseProfile="tiny" height="100%" version="1.2" '\ 'width="100%" xmlns="http://www.w3.org/2000/svg" '\ 'xmlns:ev="http://www.w3.org/2001/xml-events" '\ 'xmlns:xlink="http://www.w3.org/1999/xlink"><defs /></svg>') def test_stylesheet(self): dwg = Drawing(profile="tiny") dwg.add_stylesheet('test.css', 'Test') f = StringIO() dwg.write(f) result = f.getvalue() f.close() self.assertEqual(result, '<?xml version="1.0" encoding="utf-8" ?>\n' \ '<?xml-stylesheet href="test.css" type="text/css" title="Test" alternate="no" media="screen"?>\n' '<svg baseProfile="tiny" height="100%" version="1.2" width="100%" '\ 'xmlns="http://www.w3.org/2000/svg" '\ 'xmlns:ev="http://www.w3.org/2001/xml-events" '\ 'xmlns:xlink="http://www.w3.org/1999/xlink"><defs /></svg>') class TestDefs(unittest.TestCase): def test_simple_defs(self): dwg = Drawing() g = dwg.defs.add(Group(id='test')) inner_g = g.add(Group(id='innerTest')) result = dwg.tostring() self.assertEqual(result, '<svg baseProfile="full" height="100%" version="1.1" '\ 'width="100%" xmlns="http://www.w3.org/2000/svg" '\ 'xmlns:ev="http://www.w3.org/2001/xml-events" '\ 'xmlns:xlink="http://www.w3.org/1999/xlink">' \ '<defs><g id="test"><g id="innerTest" /></g></defs></svg>') if __name__=='__main__': unittest.main()
38.908257
110
0.557887
542
4,241
4.302583
0.210332
0.054031
0.069468
0.092624
0.75729
0.747856
0.747856
0.747856
0.731561
0.689537
0
0.050998
0.2556
4,241
108
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0.687678
0.038906
0
0.662921
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0.044944
0.422368
0.005807
0
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0.089888
1
0.089888
false
0
0.067416
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0.191011
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0
0
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0
0
5
9c44390f5cc963fc28a219803d274d7a3995f439
101
py
Python
app/domain/create_db.py
Lifeistrange/flaskweb
6226e9f546d96d5f0a8f11104a37849e8f16ce80
[ "MIT" ]
null
null
null
app/domain/create_db.py
Lifeistrange/flaskweb
6226e9f546d96d5f0a8f11104a37849e8f16ce80
[ "MIT" ]
null
null
null
app/domain/create_db.py
Lifeistrange/flaskweb
6226e9f546d96d5f0a8f11104a37849e8f16ce80
[ "MIT" ]
null
null
null
#!/usr/bin/env python # coding=utf-8 from manage import db import app.domain.model db.create_all()
12.625
23
0.742574
18
101
4.111111
0.888889
0
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0.011364
0.128713
101
7
24
14.428571
0.829545
0.326733
0
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null
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null
0
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0
0
1
0
1
0
1
0
0
5
9c4665897e0c67f15abd7b343516434de1fce226
545
py
Python
full-stack-angular-ngrx/backend/src/core/interfaces/crud.py
t4d-classes/angular_02212022
152dfa4b14ee84c1c34cef0b852349b250103e3b
[ "MIT" ]
null
null
null
full-stack-angular-ngrx/backend/src/core/interfaces/crud.py
t4d-classes/angular_02212022
152dfa4b14ee84c1c34cef0b852349b250103e3b
[ "MIT" ]
null
null
null
full-stack-angular-ngrx/backend/src/core/interfaces/crud.py
t4d-classes/angular_02212022
152dfa4b14ee84c1c34cef0b852349b250103e3b
[ "MIT" ]
null
null
null
import abc from typing import TypeVar, Generic, List, Dict T = TypeVar('T') class CRUDInterface(Generic[T], metaclass=abc.ABCMeta): @abc.abstractmethod def all(self) -> List[T]: pass @abc.abstractmethod def one_by_id(self, entity_id: int) -> T: pass @abc.abstractmethod def append_one(self, entity: Dict) -> T: pass @abc.abstractmethod def replace_one(self, entity: Dict) -> None: pass @abc.abstractmethod def remove_one(self, entity_id: int) -> None: pass
19.464286
55
0.629358
70
545
4.8
0.385714
0.252976
0.297619
0.285714
0.223214
0
0
0
0
0
0
0
0.258716
545
27
56
20.185185
0.831683
0
0
0.526316
0
0
0.001835
0
0
0
0
0
0
1
0.263158
false
0.263158
0.105263
0
0.421053
0
0
0
0
null
1
1
1
0
0
0
0
0
0
0
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0
0
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0
0
0
0
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0
0
0
0
null
0
0
0
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0
1
0
1
0
0
0
0
0
5
9c638d8e037fbbc9a02c2c027a243f97a22ca4ba
19,638
py
Python
lang/py/test/test_avro_builder.py
zerofox-oss/yelp-avro
913f95a4c34386d0fe9aff843b1a8ea362a1a2c5
[ "Apache-2.0" ]
null
null
null
lang/py/test/test_avro_builder.py
zerofox-oss/yelp-avro
913f95a4c34386d0fe9aff843b1a8ea362a1a2c5
[ "Apache-2.0" ]
1
2021-08-02T17:22:28.000Z
2021-08-02T17:22:28.000Z
lang/py/test/test_avro_builder.py
riskive/yelp-avro
5a8835505d1f788585834b0a87940d30b76be3fb
[ "Apache-2.0" ]
1
2020-05-06T22:01:07.000Z
2020-05-06T22:01:07.000Z
# -*- coding: utf-8 -*- import unittest from avro import avro_builder from avro import schema class TestAvroSchemaBuilder(unittest.TestCase): def setUp(self): self.builder = avro_builder.AvroSchemaBuilder() def tearDown(self): del self.builder @property def name(self): return 'foo' @property def namespace(self): return 'ns' @property def aliases(self): return ['new_foo'] @property def doc(self): return 'sample doc' @property def metadata(self): return {'key1': 'val1', 'key2': 'val2'} @property def enum_symbols(self): return ['a', 'b'] @property def fixed_size(self): return 16 @property def another_name(self): return 'bar' @property def invalid_schemas(self): undefined_schema_name = 'unknown' yield undefined_schema_name non_avro_schema = {'foo': 'bar'} yield non_avro_schema named_schema_without_name = {'name': '', 'type': 'fixed', 'size': 16} yield named_schema_without_name invalid_schema = {'name': 'foo', 'type': 'enum', 'symbols': ['a', 'a']} yield invalid_schema none_schema = None yield none_schema @property def invalid_names(self): missing_name = None yield missing_name reserved_name = 'int' yield reserved_name non_string_name = 100 yield non_string_name @property def duplicate_name_err(self): return '"{0}" is already in use.' def test_create_primitive_types(self): self.assertEqual('null', self.builder.create_null()) self.assertEqual('boolean', self.builder.create_boolean()) self.assertEqual('int', self.builder.create_int()) self.assertEqual('long', self.builder.create_long()) self.assertEqual('float', self.builder.create_float()) self.assertEqual('double', self.builder.create_double()) self.assertEqual('bytes', self.builder.create_bytes()) self.assertEqual('string', self.builder.create_string()) def test_create_enum(self): actual_json = self.builder.begin_enum(self.name, self.enum_symbols).end() expected_json = { 'type': 'enum', 'name': self.name, 'symbols': self.enum_symbols } self.assertEqual(expected_json, actual_json) def test_create_enum_with_optional_attributes(self): actual_json = self.builder.begin_enum( self.name, self.enum_symbols, self.namespace, self.aliases, self.doc, **self.metadata ).end() expected_json = { 'type': 'enum', 'name': self.name, 'symbols': self.enum_symbols, 'namespace': self.namespace, 'aliases': self.aliases, 'doc': self.doc } expected_json.update(self.metadata) self.assertEqual(expected_json, actual_json) def test_create_enum_with_invalid_name(self): for invalid_name in self.invalid_names: self.builder.clear() with self.assertRaises(schema.SchemaParseException): self.builder.begin_enum(invalid_name, self.enum_symbols).end() def test_create_enum_with_dup_name(self): with self.assertRaisesRegexp( schema.SchemaParseException, self.duplicate_name_err.format(self.name) ): self.builder.begin_record(self.name) self.builder.add_field( self.another_name, self.builder.begin_enum(self.name, self.enum_symbols).end() ) self.builder.end() def test_create_enum_with_invalid_symbols(self): self.single_test_create_enum_with_invalid_symbols(None) self.single_test_create_enum_with_invalid_symbols('') self.single_test_create_enum_with_invalid_symbols('a') self.single_test_create_enum_with_invalid_symbols(['a', 1]) self.single_test_create_enum_with_invalid_symbols([1, 2, 3]) self.single_test_create_enum_with_invalid_symbols(['a', 'a']) def single_test_create_enum_with_invalid_symbols(self, invalid_symbols): self.builder.clear() with self.assertRaises(schema.AvroException): self.builder.begin_enum(self.name, invalid_symbols).end() def test_create_fixed(self): actual_json = self.builder.begin_fixed(self.name, self.fixed_size).end() expected_json = { 'type': 'fixed', 'name': self.name, 'size': self.fixed_size } self.assertEqual(expected_json, actual_json) def test_create_fixed_with_optional_attributes(self): actual_json = self.builder.begin_fixed( self.name, self.fixed_size, self.namespace, self.aliases, **self.metadata ).end() expected_json = { 'type': 'fixed', 'name': self.name, 'size': self.fixed_size, 'namespace': self.namespace, 'aliases': self.aliases, } expected_json.update(self.metadata) self.assertEqual(expected_json, actual_json) def test_create_fixed_with_invalid_name(self): for invalid_name in self.invalid_names: self.builder.clear() with self.assertRaises(schema.SchemaParseException): self.builder.begin_fixed(invalid_name, self.fixed_size).end() def test_create_fixed_with_dup_name(self): with self.assertRaisesRegexp( schema.SchemaParseException, self.duplicate_name_err.format(self.name) ): self.builder.begin_record(self.name) self.builder.add_field( self.another_name, self.builder.begin_fixed(self.name, self.fixed_size).end() ) self.builder.end() def test_create_fixed_with_invalid_size(self): self.single_test_create_fixed_with_invalid_size(None) self.single_test_create_fixed_with_invalid_size('ten') def single_test_create_fixed_with_invalid_size(self, invalid_size): self.builder.clear() with self.assertRaises(schema.AvroException): self.builder.begin_fixed(self.name, invalid_size).end() def test_create_array(self): actual_json = self.builder.begin_array(self.builder.create_int()).end() expected_json = {'type': 'array', 'items': 'int'} self.assertEqual(expected_json, actual_json) def test_create_array_with_optional_attributes(self): actual_json = self.builder.begin_array( self.builder.create_int(), **self.metadata ).end() expected_json = {'type': 'array', 'items': 'int'} expected_json.update(self.metadata) self.assertEqual(expected_json, actual_json) def test_create_array_with_complex_type(self): actual_json = self.builder.begin_array( self.builder.begin_enum(self.name, self.enum_symbols).end() ).end() expected_json = { 'type': 'array', 'items': { 'type': 'enum', 'name': self.name, 'symbols': self.enum_symbols } } self.assertEqual(expected_json, actual_json) def test_create_array_with_invalid_items_type(self): for invalid_schema in self.invalid_schemas: self.builder.clear() with self.assertRaises(schema.AvroException): self.builder.begin_array(invalid_schema).end() def test_create_map(self): actual_json = self.builder.begin_map(self.builder.create_string()).end() expected_json = {'type': 'map', 'values': 'string'} self.assertEqual(expected_json, actual_json) def test_create_map_with_optional_attributes(self): actual_json = self.builder.begin_map( self.builder.create_string(), **self.metadata ).end() expected_json = {'type': 'map', 'values': 'string'} expected_json.update(self.metadata) self.assertEqual(expected_json, actual_json) def test_create_map_with_complex_type(self): actual_json = self.builder.begin_map( self.builder.begin_fixed(self.name, self.fixed_size).end() ).end() expected_json = { 'type': 'map', 'values': { 'type': 'fixed', 'name': self.name, 'size': self.fixed_size } } self.assertEqual(expected_json, actual_json) def test_create_map_with_invalid_values_type(self): for invalid_schema in self.invalid_schemas: self.builder.clear() with self.assertRaises(schema.AvroException): self.builder.begin_map(invalid_schema).end() def test_create_record(self): self.builder.begin_record(self.name) self.builder.add_field( 'bar1', self.builder.create_int() ) self.builder.add_field( 'bar2', self.builder.begin_map(self.builder.create_double()).end() ) actual_json = self.builder.end() expected_json = { 'type': 'record', 'name': self.name, 'fields': [ {'name': 'bar1', 'type': 'int'}, {'name': 'bar2', 'type': {'type': 'map', 'values': 'double'}} ] } self.assertEqual(expected_json, actual_json) def test_create_record_with_optional_attributes(self): self.builder.begin_record( self.name, namespace=self.namespace, aliases=self.aliases, doc=self.doc, **self.metadata ) self.builder.add_field( self.another_name, self.builder.create_int() ) actual_json = self.builder.end() expected_json = { 'type': 'record', 'name': self.name, 'fields': [{'name': self.another_name, 'type': 'int'}], 'namespace': self.namespace, 'aliases': self.aliases, 'doc': self.doc } expected_json.update(self.metadata) self.assertEqual(expected_json, actual_json) def test_create_field_with_optional_attributes(self): self.builder.begin_record(self.name) self.builder.add_field( self.another_name, self.builder.create_boolean(), has_default=True, default_value=True, sort_order='ascending', aliases=self.aliases, doc=self.doc, **self.metadata ) actual_json = self.builder.end() expected_field = { 'name': self.another_name, 'type': 'boolean', 'default': True, 'order': 'ascending', 'aliases': self.aliases, 'doc': self.doc } expected_field.update(self.metadata) expected_json = { 'type': 'record', 'name': self.name, 'fields': [expected_field] } self.assertEqual(expected_json, actual_json) def test_create_record_with_no_field(self): actual_json = self.builder.begin_record(self.name).end() expected_json = {'type': 'record', 'name': self.name, 'fields': []} self.assertEqual(expected_json, actual_json) def test_create_record_with_invalid_name(self): for invalid_name in self.invalid_names: self.builder.clear() with self.assertRaises(schema.SchemaParseException): self.builder.begin_record(invalid_name) self.builder.add_field( self.another_name, self.builder.create_int() ) self.builder.end() def test_create_record_with_dup_name(self): with self.assertRaisesRegexp( schema.SchemaParseException, self.duplicate_name_err.format(self.name) ): self.builder.begin_record(self.another_name) self.builder.add_field( 'bar1', self.builder.begin_enum(self.name, self.enum_symbols).end() ) self.builder.add_field( 'bar2', self.builder.begin_record(self.name).end() ) self.builder.end() def test_create_record_with_dup_field_name(self): with self.assertRaisesRegexp( schema.SchemaParseException, "{0} already in use.".format(self.another_name) ): self.builder.begin_record(self.name) self.builder.add_field( self.another_name, self.builder.create_int() ) self.builder.add_field( self.another_name, self.builder.create_string() ) self.builder.end() def test_create_field_with_invalid_type(self): for invalid_schema in self.invalid_schemas: self.builder.clear() with self.assertRaises(schema.SchemaParseException): self.builder.begin_record(self.name) self.builder.add_field( self.another_name, invalid_schema ) self.builder.end() def test_create_field_with_invalid_sort_order(self): with self.assertRaises(schema.SchemaParseException): self.builder.begin_record(self.name) self.builder.add_field( self.another_name, self.builder.create_int(), sort_order='asc' ) self.builder.end() def test_create_union(self): actual_json = self.builder.begin_union( self.builder.create_null(), self.builder.create_string(), self.builder.begin_enum(self.name, self.enum_symbols).end() ).end() expected_json = [ 'null', 'string', {'type': 'enum', 'name': self.name, 'symbols': self.enum_symbols} ] self.assertEqual(expected_json, actual_json) def test_create_union_with_empty_sub_schemas(self): actual_json = self.builder.begin_union().end() expected_json = [] self.assertEqual(expected_json, actual_json) def test_create_union_with_nested_union_schema(self): with self.assertRaises(schema.SchemaParseException): self.builder.begin_union( self.builder.begin_union(self.builder.create_int()).end() ).end() def test_create_union_with_invalid_schema(self): for invalid_schema in self.invalid_schemas: self.builder.clear() with self.assertRaises(schema.SchemaParseException): self.builder.begin_union(invalid_schema).end() def test_create_union_with_dup_primitive_schemas(self): with self.assertRaises(schema.SchemaParseException): self.builder.begin_union( self.builder.create_int(), self.builder.create_int() ).end() def test_create_union_with_dup_named_schemas(self): with self.assertRaises(schema.SchemaParseException): self.builder.begin_union( self.builder.begin_enum(self.name, self.enum_symbols).end(), self.builder.begin_fixed(self.name, self.fixed_size).end() ).end() def test_create_union_with_dup_complex_schemas(self): with self.assertRaises(schema.SchemaParseException): self.builder.begin_union( self.builder.begin_map(self.builder.create_int()).end(), self.builder.begin_map(self.builder.create_int()).end() ).end() def test_create_nullable_type(self): # non-union schema type actual_json = self.builder.begin_nullable_type( self.builder.create_int() ).end() expected_json = ['null', 'int'] self.assertEqual(expected_json, actual_json) # union schema type actual_json = self.builder.begin_nullable_type( [self.builder.create_int()] ).end() expected_json = ['null', 'int'] self.assertEqual(expected_json, actual_json) def test_create_nullable_type_with_default_value(self): # non-union schema type actual_json = self.builder.begin_nullable_type( self.builder.create_int(), 10 ).end() expected_json = ['int', 'null'] self.assertEqual(expected_json, actual_json) # union schema type actual_json = self.builder.begin_nullable_type( [self.builder.create_int()], 10 ).end() expected_json = ['int', 'null'] self.assertEqual(expected_json, actual_json) def test_create_nullable_type_with_null_type(self): actual_json = self.builder.begin_nullable_type( self.builder.create_null() ).end() expected_json = 'null' self.assertEqual(expected_json, actual_json) def test_create_nullable_type_with_nullable_type(self): actual_json = self.builder.begin_nullable_type( self.builder.begin_union( self.builder.create_null(), self.builder.create_long() ).end(), 10 ).end() expected_json = ['null', 'long'] self.assertEqual(expected_json, actual_json) def test_create_nullable_type_with_invalid_type(self): for invalid_schema in self.invalid_schemas: self.builder.clear() with self.assertRaises(schema.SchemaParseException): self.builder.begin_nullable_type(invalid_schema) def test_create_schema_with_preloaded_json(self): schema_json = { 'type': 'record', 'name': self.name, 'fields': [ {'name': 'field', 'type': {'type': 'map', 'values': 'double'}} ] } self.builder.begin_with_schema_json(schema_json) self.builder.add_field( 'field_new', self.builder.create_int() ) actual_json = self.builder.end() expected_json = schema_json.copy() expected_json['fields'].append({'name': 'field_new', 'type': 'int'}) self.assertEqual(expected_json, actual_json) def test_removed_field(self): self.builder.begin_record(self.name) self.builder.add_field('bar1', self.builder.create_int()) self.builder.add_field('bar2', self.builder.create_int()) self.builder.remove_field('bar1') actual_json = self.builder.end() expected_json = { 'type': 'record', 'name': self.name, 'fields': [{'name': 'bar2', 'type': 'int'}] } self.assertEqual(expected_json, actual_json) def test_removed_nonexistent_field(self): schema_json = { 'type': 'record', 'name': self.name, 'fields': [{'name': 'bar2', 'type': 'int'}] } with self.assertRaises(avro_builder.AvroBuildInvalidOperation): self.builder.begin_with_schema_json(schema_json) self.builder.remove_field('bar1') self.builder.end() if __name__ == '__main__': unittest.main()
33.626712
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0.062677
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9c78abbbec293aaefd5d026abd3db6d7960279d4
8,563
py
Python
tests/apitests/python/test_robot_account.py
gerhardgossen/harbor
1d03b8727acb9a3935bf45cd76b61f87c68e2a08
[ "Apache-2.0" ]
1
2020-07-31T15:00:54.000Z
2020-07-31T15:00:54.000Z
tests/apitests/python/test_robot_account.py
gerhardgossen/harbor
1d03b8727acb9a3935bf45cd76b61f87c68e2a08
[ "Apache-2.0" ]
10
2021-05-31T00:06:59.000Z
2022-02-11T12:34:16.000Z
tests/apitests/python/test_robot_account.py
gerhardgossen/harbor
1d03b8727acb9a3935bf45cd76b61f87c68e2a08
[ "Apache-2.0" ]
1
2020-07-12T16:51:07.000Z
2020-07-12T16:51:07.000Z
from __future__ import absolute_import import unittest from testutils import ADMIN_CLIENT from testutils import TEARDOWN from library.user import User from library.project import Project from library.repository import Repository from library.repository import pull_harbor_image from library.repository import push_image_to_project from testutils import harbor_server from library.base import _assert_status_code class TestProjects(unittest.TestCase): @classmethod def setUp(self): self.project = Project() self.user = User() self.repo = Repository() @classmethod def tearDown(self): print "Case completed" @unittest.skipIf(TEARDOWN == False, "Test data won't be erased.") def test_ClearData(self): #1. Delete repository(RA) by user(UA); self.repo.delete_repoitory(TestProjects.project_ra_name_a, TestProjects.repo_name_in_project_a.split('/')[1], **TestProjects.USER_RA_CLIENT) self.repo.delete_repoitory(TestProjects.project_ra_name_b, TestProjects.repo_name_in_project_b.split('/')[1], **TestProjects.USER_RA_CLIENT) self.repo.delete_repoitory(TestProjects.project_ra_name_c, TestProjects.repo_name_in_project_c.split('/')[1], **TestProjects.USER_RA_CLIENT) self.repo.delete_repoitory(TestProjects.project_ra_name_a, TestProjects.repo_name_pa.split('/')[1], **TestProjects.USER_RA_CLIENT) #2. Delete project(PA); self.project.delete_project(TestProjects.project_ra_id_a, **TestProjects.USER_RA_CLIENT) self.project.delete_project(TestProjects.project_ra_id_b, **TestProjects.USER_RA_CLIENT) self.project.delete_project(TestProjects.project_ra_id_c, **TestProjects.USER_RA_CLIENT) #3. Delete user(UA). self.user.delete_user(TestProjects.user_ra_id, **ADMIN_CLIENT) def testRobotAccount(self): """ Test case: Robot Account Test step and expected result: 1. Create user(UA); 2. Create private project(PA), private project(PB) and public project(PC) by user(UA); 3. Push image(ImagePA) to project(PA), image(ImagePB) to project(PB) and image(ImagePC) to project(PC) by user(UA); 4. Create a new robot account(RA) with pull and push privilige in project(PA) by user(UA); 5. Check robot account info, it should has both pull and push priviliges; 6. Pull image(ImagePA) from project(PA) by robot account(RA), it must be successful; 7. Push image(ImageRA) to project(PA) by robot account(RA), it must be successful; 8. Push image(ImageRA) to project(PB) by robot account(RA), it must be not successful; 9. Pull image(ImagePB) from project(PB) by robot account(RA), it must be not successful; 10. Pull image from project(PC), it must be successful; 11. Push image(ImageRA) to project(PC) by robot account(RA), it must be not successful; 12. Update action property of robot account(RA); 13. Pull image(ImagePA) from project(PA) by robot account(RA), it must be not successful; 14. Push image(ImageRA) to project(PA) by robot account(RA), it must be not successful; 15. Delete robot account(RA), it must be not successful. Tear down: 1. Delete repository(RA) by user(UA); 2. Delete project(PA); 3. Delete user(UA). """ url = ADMIN_CLIENT["endpoint"] admin_name = ADMIN_CLIENT["username"] admin_password = ADMIN_CLIENT["password"] user_ra_password = "Aa123456" image_project_a = "haproxy" image_project_b = "hello-world" image_project_c = "httpd" image_robot_account = "alpine" tag = "latest" print "#1. Create user(UA);" TestProjects.user_ra_id, user_ra_name = self.user.create_user(user_password = user_ra_password, **ADMIN_CLIENT) TestProjects.USER_RA_CLIENT=dict(endpoint = url, username = user_ra_name, password = user_ra_password) print "#2. Create private project(PA), private project(PB) and public project(PC) by user(UA);" TestProjects.project_ra_id_a, TestProjects.project_ra_name_a = self.project.create_project(metadata = {"public": "false"}, **TestProjects.USER_RA_CLIENT) TestProjects.project_ra_id_b, TestProjects.project_ra_name_b = self.project.create_project(metadata = {"public": "false"}, **TestProjects.USER_RA_CLIENT) TestProjects.project_ra_id_c, TestProjects.project_ra_name_c = self.project.create_project(metadata = {"public": "true"}, **TestProjects.USER_RA_CLIENT) print "#3. Push image(ImagePA) to project(PA), image(ImagePB) to project(PB) and image(ImagePC) to project(PC) by user(UA);" TestProjects.repo_name_in_project_a, tag_a = push_image_to_project(TestProjects.project_ra_name_a, harbor_server, user_ra_name, user_ra_password, image_project_a, tag) TestProjects.repo_name_in_project_b, tag_b = push_image_to_project(TestProjects.project_ra_name_b, harbor_server, user_ra_name, user_ra_password, image_project_b, tag) TestProjects.repo_name_in_project_c, tag_c = push_image_to_project(TestProjects.project_ra_name_c, harbor_server, user_ra_name, user_ra_password, image_project_c, tag) print "#4. Create a new robot account(RA) with pull and push privilige in project(PA) by user(UA);" robot_id, robot_account = self.project.add_project_robot_account(TestProjects.project_ra_id_a, TestProjects.project_ra_name_a, 2441000531 ,**TestProjects.USER_RA_CLIENT) print robot_account.name print robot_account.token print "#5. Check robot account info, it should has both pull and push priviliges;" data = self.project.get_project_robot_account_by_id(TestProjects.project_ra_id_a, robot_id, **TestProjects.USER_RA_CLIENT) _assert_status_code(robot_account.name, data.name) print "#6. Pull image(ImagePA) from project(PA) by robot account(RA), it must be successful;" pull_harbor_image(harbor_server, robot_account.name, robot_account.token, TestProjects.repo_name_in_project_a, tag_a) print "#7. Push image(ImageRA) to project(PA) by robot account(RA), it must be successful;" TestProjects.repo_name_pa, _ = push_image_to_project(TestProjects.project_ra_name_a, harbor_server, robot_account.name, robot_account.token, image_robot_account, tag) print "#8. Push image(ImageRA) to project(PB) by robot account(RA), it must be not successful;" push_image_to_project(TestProjects.project_ra_name_b, harbor_server, robot_account.name, robot_account.token, image_robot_account, tag, expected_error_message = "unauthorized to access repository") print "#9. Pull image(ImagePB) from project(PB) by robot account(RA), it must be not successful;" pull_harbor_image(harbor_server, robot_account.name, robot_account.token, TestProjects.repo_name_in_project_b, tag_b, expected_error_message = "unauthorized to access repository") print "#10. Pull image from project(PC), it must be successful;" pull_harbor_image(harbor_server, robot_account.name, robot_account.token, TestProjects.repo_name_in_project_c, tag_c) print "#11. Push image(ImageRA) to project(PC) by robot account(RA), it must be not successful;" push_image_to_project(TestProjects.project_ra_name_c, harbor_server, robot_account.name, robot_account.token, image_robot_account, tag, expected_error_message = "unauthorized to access repository") print "#12. Update action property of robot account(RA);" self.project.disable_project_robot_account(TestProjects.project_ra_id_a, robot_id, True, **TestProjects.USER_RA_CLIENT) print "#13. Pull image(ImagePA) from project(PA) by robot account(RA), it must be not successful;" pull_harbor_image(harbor_server, robot_account.name, robot_account.token, TestProjects.repo_name_in_project_a, tag_a, expected_login_error_message = "unauthorized: authentication required") print "#14. Push image(ImageRA) to project(PA) by robot account(RA), it must be not successful;" push_image_to_project(TestProjects.project_ra_name_a, harbor_server, robot_account.name, robot_account.token, image_robot_account, tag, expected_login_error_message = "unauthorized: authentication required") print "#15. Delete robot account(RA), it must be not successful." self.project.delete_project_robot_account(TestProjects.project_ra_id_a, robot_id, **TestProjects.USER_RA_CLIENT) if __name__ == '__main__': unittest.main()
64.871212
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8,563
4.89134
0.110294
0.104226
0.08769
0.042759
0.760314
0.750459
0.708535
0.699516
0.62786
0.62786
0
0.009547
0.168165
8,563
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0.210706
0
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null
0.08642
0.135802
null
null
0.222222
0
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null
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1
0
0
1
0
0
0
0
0
5
1308f0dd9c15ba9ea58abe836ba21f50ef3863ef
679,794
py
Python
homework_05/graficos_3.py
ufpa-organization-repositories/evolutionary-computing
e16786f9619e2b357b94ab91ff3a7b352e6a0d92
[ "MIT" ]
null
null
null
homework_05/graficos_3.py
ufpa-organization-repositories/evolutionary-computing
e16786f9619e2b357b94ab91ff3a7b352e6a0d92
[ "MIT" ]
null
null
null
homework_05/graficos_3.py
ufpa-organization-repositories/evolutionary-computing
e16786f9619e2b357b94ab91ff3a7b352e6a0d92
[ "MIT" ]
null
null
null
# ensaio = [[[[1, 999.4951009067408, 999.495100909791, '1001100.11100010011001100001001', '100011.10010111010000111110100', '1', '1'], [2, 999.5052434400473, 999.5052434497359, '0000100.11100010011001100001001', '111011.10010111010000111110000', '1', '2'], [3, 999.51676448592, 999.516764613072, '0000100.11100010011001100001001', '011011.10010111010000111110100', '1', '3'], [4, 999.5986670278455, 999.5986691897469, '0000100.11100010011001100001001', '001011.10010111010000111110100', '1', '4'], [5, 999.8231043912172, 999.8231154915733, '0000100.11100010011001100001001', '000011.10010111010000111110100', '1', '5'], [6, 999.8507392915436, 999.8507498599146, '0000100.11101010011001100001001', '000011.10010111010000111110100', '1', '6'], [7, 999.8770250807991, 999.8770357110892, '0000100.11101010011001100001001', '000011.10011011010000111110110', '1', '7'], [8, 999.9035511429103, 999.9035563402527, '0000100.11111011011001100001001', '000011.10011011010000111110110', '1', '8'], [9, 999.8985266375895, 999.8985377843169, '0000100.11111011011001100001001', '000011.11011011010000111110110', '1', '9'], [10, 999.9175205241293, 999.9175299982971, '0000100.11111001011001100001001', '000011.11011011010000111110110', '1', '10']]], [[[999.7693956630327, 999.5712824548395, 999.5712938998612, '-1111.1100110000001100100111', '1100.0111101110100011011001101', '2', '1'], [999.772264826825, 999.722709716149, 999.7227150806862, '-1111.1100110000001100000111', '1100.0101101110011011011001101', '2', '2'], [999.772309110711, 999.7568109989896, 999.7568135752206, '-1111.1100110000001100000101', '1100.0101111110011011011001101', '2', '3'], [999.7723098264468, 999.7626773116484, 999.762679240235, '-1111.1100110010001000000111', '1100.0101111110011011011001101', '2', '4'], [999.772309861109, 999.7628189867448, 999.7628208837242, '-1111.1100110010101100000111', '1100.0101111111011011011001101', '2', '5'], [999.7723098614766, 999.7575339099722, 999.7575364450361, '-1111.1100110010011100000111', '1100.0101111111001011011001101', '2', '6'], [999.7723098614781, 999.7330120594124, 999.7330190985555, '-1111.1100110010011100000111', '1100.0101111111001011011101101', '2', '7'], [999.7723098614792, 999.7425919826176, 999.7425978232334, '-1111.1100110010011100000011', '1100.0101111111001011011101101', '2', '8'], [999.7723098614795, 999.7521383886242, 999.7521421922053, '-1111.1100110010011100000011', '1100.0101111111001011011111101', '2', '9'], [999.7723098614797, 999.7479881509024, 999.7479935597561, '-1111.1100110010011100000010', '1100.0101111111001011011111101', '2', '10']]]] ensaio = [[[[999.5055172457077, 999.4950089601775, 999.4950089625081, '1000110.11100010011001100001001', '110011.10010111010000111110100', '1', '1'], [999.5061559955897, 999.5023090273177, 999.502309034424, '1000100.01100010011001100001001', '110111.10010111010000111110110', '1', '2'], [999.5064522811073, 999.503907723421, 999.503907729031, '1000110.11110010001001100001001', '110011.11010111010000111110110', '1', '3'], [999.5121423697065, 999.5035214104588, 999.5035214189329, '1000100.01100010001001100001001', '010111.11010111010000111110110', '1', '4'], [999.5129192569484, 999.5073323118404, 999.5073323302529, '1000100.01100010001001100001001', '010111.01010111010000111110110', '1', '5'], [999.5129217445863, 999.5088300870693, 999.5088303022028, '1000100.01100010001001100001001', '010111.01010011010000111100000', '1', '6'], [999.5129221606866, 999.5109518591257, 999.5109518758048, '1000100.01100010001001100001001', '010111.01010010010000111100000', '1', '7'], [999.5129230124272, 999.512166424112, 999.5121664266934, '1000100.01100000001001100001001', '010111.01010011010000111100000', '1', '8'], [999.5129230131629, 999.5124005902164, 999.5124005938198, '1000100.01100000001001100001001', '010111.01010011010010111100000', '1', '9'], [999.5129230148639, 999.5103974240145, 999.5103976354789, '1000100.01100000001011100001001', '010111.01010011010010111110000', 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'50', '96'], [999.6878968594276, 999.6619993921432, 999.6620030672873, '10111.011110001101110111111111', '-1001.0000111100100000111', '50', '97'], [999.6878968594276, 999.6767364740043, 999.6767381465787, '10111.011110001101110111111111', '-1001.0000111100100000111', '50', '98'], [999.6878968594276, 999.6674371363, 999.6674397163673, '10111.011110001101110111111111', '-1001.0000111100100000111', '50', '99'], [999.6878968594276, 999.6818107105054, 999.6818115173727, '10111.011110001101110111111111', '-1001.0000111100100000111', '50', '100']]]] fitness = [] media = [] desvio = [] experimento_plot = [] from matplotlib import pyplot as plt import numpy as np for index, experimento in enumerate(ensaio): for populacao in experimento: for x, individuo in enumerate(populacao): fitness.append(individuo[0]) media.append(individuo[1]) desvio.append(individuo[2]) x = np.arange(1, fitness.__len__() + 1) plt.plot(x, fitness) experimento_plot.append([fitness, media, desvio]) fitness = [] media = [] desvio = [] plt.show()
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134494ea81ba3a532d6b1f91e17ecbbfebb61032
157
py
Python
simple_history/tests/custom_user/admin.py
rdurica/django-simple-history
84d17f40be68e9ac7744b773451be83720c4c13a
[ "BSD-3-Clause" ]
911
2015-01-05T13:21:17.000Z
2020-06-07T07:11:53.000Z
simple_history/tests/custom_user/admin.py
rdurica/django-simple-history
84d17f40be68e9ac7744b773451be83720c4c13a
[ "BSD-3-Clause" ]
492
2015-01-01T18:20:20.000Z
2020-06-06T17:34:01.000Z
simple_history/tests/custom_user/admin.py
rdurica/django-simple-history
84d17f40be68e9ac7744b773451be83720c4c13a
[ "BSD-3-Clause" ]
307
2015-02-01T00:45:51.000Z
2020-06-06T15:39:29.000Z
from django.contrib import admin from django.contrib.auth.admin import UserAdmin from .models import CustomUser admin.site.register(CustomUser, UserAdmin)
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13539ceb0c44529e049d271d3d684efaaf1e9dee
121
py
Python
oomi/__init__.py
sremes/oomi
312317aa2ef68f1481b2447652a7d47c5f2e3f56
[ "MIT" ]
null
null
null
oomi/__init__.py
sremes/oomi
312317aa2ef68f1481b2447652a7d47c5f2e3f56
[ "MIT" ]
null
null
null
oomi/__init__.py
sremes/oomi
312317aa2ef68f1481b2447652a7d47c5f2e3f56
[ "MIT" ]
null
null
null
"""Utilities for downloading comsumption data from Oomi.""" from oomi.oomi_downloader import OomiDownloader, OomiConfig
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135d785a425446491b59ae18c63cdcf06bf42dd8
278
py
Python
netdisco/discoverables/nanoleaf_aurora.py
jjlawren/netdisco
ffc3cd092bff359b1c1fc1ed51940624b3c8076b
[ "Apache-2.0" ]
1
2020-01-05T21:36:10.000Z
2020-01-05T21:36:10.000Z
env/lib/python3.7/site-packages/netdisco/discoverables/nanoleaf_aurora.py
seanmitch/UPnP
f3cb1ef62657f166971c1c470ce5dfd58bdeeac9
[ "Unlicense" ]
null
null
null
env/lib/python3.7/site-packages/netdisco/discoverables/nanoleaf_aurora.py
seanmitch/UPnP
f3cb1ef62657f166971c1c470ce5dfd58bdeeac9
[ "Unlicense" ]
null
null
null
"""Discover Nanoleaf Aurora devices.""" from . import MDNSDiscoverable class Discoverable(MDNSDiscoverable): """Add support for discovering Nanoleaf Aurora devices.""" def __init__(self, nd): super(Discoverable, self).__init__(nd, '_nanoleafapi._tcp.local.')
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137c65c98b497accc914aadf90c4a0607e671a25
426
py
Python
services/stocks-api/app/api/clients/coinbase/CoinbaseResponse.py
krystianbajno/stocks
0a1a9283cb6debe36cfe01308eb4bc0b85217a02
[ "MIT" ]
3
2020-08-09T14:43:45.000Z
2020-08-11T23:22:15.000Z
services/stocks-api/app/api/clients/coinbase/CoinbaseResponse.py
krystianbajno/stocks
0a1a9283cb6debe36cfe01308eb4bc0b85217a02
[ "MIT" ]
null
null
null
services/stocks-api/app/api/clients/coinbase/CoinbaseResponse.py
krystianbajno/stocks
0a1a9283cb6debe36cfe01308eb4bc0b85217a02
[ "MIT" ]
1
2020-11-11T00:58:42.000Z
2020-11-11T00:58:42.000Z
class CoinbaseResponse: bid = 0 ask = 0 product_id = None def set_bid(self, bid): self.bid = float(bid) def get_bid(self): return self.bid def set_ask(self, ask): self.ask = float(ask) def get_ask(self): return self.ask def get_product_id(self): return self.product_id def set_product_id(self, product_id): self.product_id = product_id
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1
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5
13897ff894a1bd33edc2b806b99ab65957690746
413
py
Python
duckql/properties/tests/test_null.py
fossabot/duckql-python
b4aead825ee456d9758db89830c7bca9d5d5106e
[ "MIT" ]
4
2020-04-15T09:35:15.000Z
2021-11-11T13:03:46.000Z
duckql/properties/tests/test_null.py
fossabot/duckql-python
b4aead825ee456d9758db89830c7bca9d5d5106e
[ "MIT" ]
2
2020-04-08T12:10:56.000Z
2020-04-15T09:14:44.000Z
duckql/properties/tests/test_null.py
fossabot/duckql-python
b4aead825ee456d9758db89830c7bca9d5d5106e
[ "MIT" ]
1
2020-04-15T09:11:39.000Z
2020-04-15T09:11:39.000Z
import pytest from duckql.properties import Null @pytest.fixture(scope="module") def valid_instance() -> Null: return Null() def test_string(valid_instance: Null): assert str(valid_instance) == 'NULL' def test_obj(valid_instance: Null): assert valid_instance.obj == 'properties.Null' def test_json_parse(valid_instance: Null): assert valid_instance.json() == '{"obj": "properties.Null"}'
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5
138dbf1fa3b2ac4c4311547dd1bdd7a67de14e0b
39
py
Python
nitro-python/nssrc/com/citrix/netscaler/nitro/resource/stat/mediaclassification/__init__.py
culbertm/NSttyPython
ff9f6aedae3fb8495342cd0fc4247c819cf47397
[ "Apache-2.0" ]
2
2020-08-24T18:04:22.000Z
2020-08-24T18:04:47.000Z
nitro/resource/stat/mediaclassification/__init__.py
HanseMerkur/nitro-python
d03eb11f492a35a2a8b2a140322fbce22d25a8f7
[ "Apache-2.0" ]
null
null
null
nitro/resource/stat/mediaclassification/__init__.py
HanseMerkur/nitro-python
d03eb11f492a35a2a8b2a140322fbce22d25a8f7
[ "Apache-2.0" ]
null
null
null
__all__ = ['mediaclassification_stats']
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0
0
0
0
0
5
13d7ee99520201ddee21c6a144be012df62e596b
14,211
py
Python
querybuilder/tests/window_tests.py
wesokes/django-query-builder
3cc53d33ee0a4ada515635e4be631167a774b457
[ "MIT" ]
110
2015-01-28T17:38:38.000Z
2022-02-17T02:51:55.000Z
querybuilder/tests/window_tests.py
wesokes/django-query-builder
3cc53d33ee0a4ada515635e4be631167a774b457
[ "MIT" ]
31
2015-02-17T19:57:29.000Z
2021-08-30T03:44:55.000Z
querybuilder/tests/window_tests.py
wesokes/django-query-builder
3cc53d33ee0a4ada515635e4be631167a774b457
[ "MIT" ]
33
2015-02-05T22:08:46.000Z
2021-12-06T08:12:49.000Z
from querybuilder.fields import ( RankField, RowNumberField, DenseRankField, PercentRankField, CumeDistField, NTileField, LagField, LeadField, FirstValueField, LastValueField, NthValueField, NumStdDevField ) from querybuilder.query import QueryWindow, Query from querybuilder.tests.models import Order from querybuilder.tests.query_tests import QueryTestCase, get_comparison_str class QueryWindowTest(QueryTestCase): def test_query_window(self): query_window = QueryWindow() query_str = query_window.get_sql() expected_query = 'OVER ()' self.assertEqual(query_str, expected_query, get_comparison_str(query_str, expected_query)) def test_query_window_partition(self): query_window = QueryWindow().partition_by('field_one') query_str = query_window.get_sql() expected_query = 'OVER (PARTITION BY field_one)' self.assertEqual(query_str, expected_query, get_comparison_str(query_str, expected_query)) def test_query_window_order(self): query_window = QueryWindow().order_by('field_one') query_str = query_window.get_sql() expected_query = 'OVER (ORDER BY field_one ASC)' self.assertEqual(query_str, expected_query, get_comparison_str(query_str, expected_query)) def test_query_window_partition_order(self): query_window = QueryWindow().partition_by( 'field_one' ).order_by( 'field_one' ) query_str = query_window.get_sql() expected_query = 'OVER (PARTITION BY field_one ORDER BY field_one ASC)' self.assertEqual(query_str, expected_query, get_comparison_str(query_str, expected_query)) def test_query_window_partition_order_many(self): query_window = QueryWindow().partition_by( 'field_one' ).partition_by( 'field_two' ).order_by( 'field_one' ).order_by( '-field_two' ) query_str = query_window.get_sql() expected_query = 'OVER (PARTITION BY field_one, field_two ORDER BY field_one ASC, field_two DESC)' self.assertEqual(query_str, expected_query, get_comparison_str(query_str, expected_query)) class WindowFunctionTest(QueryTestCase): def test_rank_no_over(self): query = Query().from_table( table=Order, fields=[ RankField() ] ) query_str = query.get_sql() expected_query = 'SELECT RANK() AS "rank" FROM querybuilder_tests_order' self.assertEqual(query_str, expected_query, get_comparison_str(query_str, expected_query)) def test_rank_over(self): query = Query().from_table( table=Order, fields=[ RankField( over=QueryWindow() ) ] ) query_str = query.get_sql() expected_query = 'SELECT RANK() OVER () AS "rank" FROM querybuilder_tests_order' self.assertEqual(query_str, expected_query, get_comparison_str(query_str, expected_query)) def test_rank_over_order(self): query = Query().from_table( table=Order, fields=[ 'id', RankField( over=QueryWindow().order_by( 'id' ) ) ] ) query_str = query.get_sql() expected_query = ( 'SELECT querybuilder_tests_order.id, RANK() OVER (ORDER BY id ASC) AS "rank" FROM querybuilder_tests_order' ) self.assertEqual(query_str, expected_query, get_comparison_str(query_str, expected_query)) def test_rank_over_partition(self): query = Query().from_table( table=Order, fields=[ 'id', RankField( over=QueryWindow().partition_by( 'account_id' ) ) ] ) query_str = query.get_sql() expected_query = ( 'SELECT querybuilder_tests_order.id, RANK() OVER (PARTITION BY account_id) AS "rank" FROM ' 'querybuilder_tests_order' ) self.assertEqual(query_str, expected_query, get_comparison_str(query_str, expected_query)) def test_row_number(self): query = Query().from_table( table=Order, fields=[ '*', RowNumberField( over=QueryWindow().order_by( '-margin' ) ) ] ).order_by( 'row_number' ) query_str = query.get_sql() expected_query = ( 'SELECT querybuilder_tests_order.*, ' 'ROW_NUMBER() OVER (ORDER BY margin DESC) AS "row_number" ' 'FROM querybuilder_tests_order ' 'ORDER BY row_number ' 'ASC' ) self.assertEqual(query_str, expected_query, get_comparison_str(query_str, expected_query)) def test_rank(self): query = Query().from_table( table=Order, fields=[ 'id', RankField( over=QueryWindow().partition_by( 'account_id' ).order_by( 'id' ) ) ] ).order_by( '-rank' ) query_str = query.get_sql() expected_query = ( 'SELECT querybuilder_tests_order.id, ' 'RANK() OVER (PARTITION BY account_id ORDER BY id ASC) AS "rank" ' 'FROM querybuilder_tests_order ' 'ORDER BY rank ' 'DESC' ) self.assertEqual(query_str, expected_query, get_comparison_str(query_str, expected_query)) def test_dense_rank(self): query = Query().from_table( table=Order, fields=[ '*', DenseRankField( over=QueryWindow().order_by( '-margin' ) ) ] ).order_by( 'dense_rank' ) query_str = query.get_sql() expected_query = ( 'SELECT querybuilder_tests_order.*, ' 'DENSE_RANK() OVER (ORDER BY margin DESC) AS "dense_rank" ' 'FROM querybuilder_tests_order ' 'ORDER BY dense_rank ' 'ASC' ) self.assertEqual(query_str, expected_query, get_comparison_str(query_str, expected_query)) def test_rank_percent(self): query = Query().from_table( table=Order, fields=[ '*', PercentRankField( over=QueryWindow().order_by( '-margin' ) ) ] ).order_by( 'percent_rank' ) query_str = query.get_sql() expected_query = ( 'SELECT querybuilder_tests_order.*, ' 'PERCENT_RANK() OVER (ORDER BY margin DESC) AS "percent_rank" ' 'FROM querybuilder_tests_order ' 'ORDER BY percent_rank ' 'ASC' ) self.assertEqual(query_str, expected_query, get_comparison_str(query_str, expected_query)) def test_cume_dist(self): query = Query().from_table( table=Order, fields=[ '*', CumeDistField( over=QueryWindow().order_by( '-margin' ) ) ] ).order_by( 'cume_dist' ) query_str = query.get_sql() expected_query = ( 'SELECT querybuilder_tests_order.*, ' 'CUME_DIST() OVER (ORDER BY margin DESC) AS "cume_dist" ' 'FROM querybuilder_tests_order ' 'ORDER BY cume_dist ' 'ASC' ) self.assertEqual(query_str, expected_query, get_comparison_str(query_str, expected_query)) def test_ntile(self): query = Query().from_table( table=Order, fields=[ '*', NTileField( num_buckets=2, over=QueryWindow().order_by( '-margin' ) ) ] ).order_by( 'ntile' ) query_str = query.get_sql() expected_query = ( 'SELECT querybuilder_tests_order.*, ' 'NTILE(2) OVER (ORDER BY margin DESC) AS "ntile" ' 'FROM querybuilder_tests_order ' 'ORDER BY ntile ' 'ASC' ) self.assertEqual(query_str, expected_query, get_comparison_str(query_str, expected_query)) def test_lag(self): query = Query().from_table( table=Order, fields=[ '*', LagField( 'margin', over=QueryWindow().order_by( '-margin' ) ) ] ) query_str = query.get_sql() expected_query = ( 'SELECT querybuilder_tests_order.*, ' 'LAG(querybuilder_tests_order.margin, 1) OVER (ORDER BY margin DESC) AS "margin_lag" ' 'FROM querybuilder_tests_order' ) self.assertEqual(query_str, expected_query, get_comparison_str(query_str, expected_query)) def test_lag_default(self): query = Query().from_table( table=Order, fields=[ '*', LagField( 'margin', default=0, over=QueryWindow().order_by( '-margin' ) ) ] ) query_str = query.get_sql() expected_query = ( 'SELECT querybuilder_tests_order.*, ' 'LAG(querybuilder_tests_order.margin, 1, \'0\') OVER (ORDER BY margin DESC) AS "margin_lag" ' 'FROM querybuilder_tests_order' ) self.assertEqual(query_str, expected_query, get_comparison_str(query_str, expected_query)) def test_lead(self): query = Query().from_table( table=Order, fields=[ '*', LeadField( 'margin', over=QueryWindow().order_by( '-margin' ) ) ] ) query_str = query.get_sql() expected_query = ( 'SELECT querybuilder_tests_order.*, ' 'LEAD(querybuilder_tests_order.margin, 1) OVER (ORDER BY margin DESC) AS "margin_lead" ' 'FROM querybuilder_tests_order' ) self.assertEqual(query_str, expected_query, get_comparison_str(query_str, expected_query)) def test_first_value(self): query = Query().from_table( table=Order, fields=[ '*', FirstValueField( 'margin', over=QueryWindow().order_by( '-margin' ) ) ] ) query_str = query.get_sql() expected_query = ( 'SELECT querybuilder_tests_order.*, ' 'FIRST_VALUE(querybuilder_tests_order.margin) OVER (ORDER BY margin DESC) AS "margin_first_value" ' 'FROM querybuilder_tests_order' ) self.assertEqual(query_str, expected_query, get_comparison_str(query_str, expected_query)) def test_last_value(self): query = Query().from_table( table=Order, fields=[ '*', LastValueField( 'margin', over=QueryWindow().order_by( 'margin' ) ) ] ) query_str = query.get_sql() expected_query = ( 'SELECT querybuilder_tests_order.*, ' 'LAST_VALUE(querybuilder_tests_order.margin) OVER (ORDER BY margin ASC) AS "margin_last_value" ' 'FROM querybuilder_tests_order' ) self.assertEqual(query_str, expected_query, get_comparison_str(query_str, expected_query)) def test_nth_value(self): query = Query().from_table( table=Order, fields=[ '*', NthValueField( 'margin', n=2, over=QueryWindow().order_by( '-margin' ) ) ] ) query_str = query.get_sql() expected_query = ( 'SELECT querybuilder_tests_order.*, ' 'NTH_VALUE(querybuilder_tests_order.margin, 2) OVER (ORDER BY margin DESC) AS "margin_nth_value" ' 'FROM querybuilder_tests_order' ) self.assertEqual(query_str, expected_query, get_comparison_str(query_str, expected_query)) def test_num_stddev(self): query = Query().from_table( table=Order, fields=[ '*', NumStdDevField( 'margin', over=QueryWindow() ) ] ).order_by( '-margin_num_stddev' ) query_str = query.get_sql() expected_query = ( 'SELECT querybuilder_tests_order.*, ' '(CASE WHEN (STDDEV(querybuilder_tests_order.margin) OVER ()) <> 0 ' 'THEN ((querybuilder_tests_order.margin - (' 'AVG(querybuilder_tests_order.margin) OVER ())) / (STDDEV(querybuilder_tests_order.margin) OVER ())) ' 'ELSE 0 ' 'END) ' 'AS "margin_num_stddev" ' 'FROM querybuilder_tests_order ' 'ORDER BY margin_num_stddev ' 'DESC' ) self.assertEqual(query_str, expected_query, get_comparison_str(query_str, expected_query))
33.916468
119
0.521779
1,321
14,211
5.274792
0.059803
0.075775
0.101033
0.132606
0.85663
0.838978
0.789036
0.733783
0.682262
0.624713
0
0.001266
0.388643
14,211
418
120
33.997608
0.80076
0
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0.552163
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0.208219
0.084653
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0.05598
false
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0.010178
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5
13e5f9585262ddf6bd1e3799d8611f18effa881a
40
py
Python
tests/__init__.py
karanrampal/triplet-loss
b62008dedbf8640ccf0dc359b5aadd5e8b0ab134
[ "MIT" ]
null
null
null
tests/__init__.py
karanrampal/triplet-loss
b62008dedbf8640ccf0dc359b5aadd5e8b0ab134
[ "MIT" ]
null
null
null
tests/__init__.py
karanrampal/triplet-loss
b62008dedbf8640ccf0dc359b5aadd5e8b0ab134
[ "MIT" ]
null
null
null
# To make directory as a python package
20
39
0.775
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40
4.428571
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0.96875
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null
true
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1
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0
0
0
0
0
5
b9787b11fbcd5779df09a2f0f27e44e75ad576ac
1,870
py
Python
app_venv/Lib/site-packages/phonenumbers/data/region_AG.py
orlandofv/sianna
f07dd6dbc62a9604f31ab800e482e62f14fba766
[ "MIT" ]
null
null
null
app_venv/Lib/site-packages/phonenumbers/data/region_AG.py
orlandofv/sianna
f07dd6dbc62a9604f31ab800e482e62f14fba766
[ "MIT" ]
null
null
null
app_venv/Lib/site-packages/phonenumbers/data/region_AG.py
orlandofv/sianna
f07dd6dbc62a9604f31ab800e482e62f14fba766
[ "MIT" ]
null
null
null
"""Auto-generated file, do not edit by hand. AG metadata""" from ..phonemetadata import NumberFormat, PhoneNumberDesc, PhoneMetadata PHONE_METADATA_AG = PhoneMetadata(id='AG', country_code=1, international_prefix='011', general_desc=PhoneNumberDesc(national_number_pattern='(?:268|[58]\\d\\d|900)\\d{7}', possible_length=(10,), possible_length_local_only=(7,)), fixed_line=PhoneNumberDesc(national_number_pattern='268(?:4(?:6[0-38]|84)|56[0-2])\\d{4}', example_number='2684601234', possible_length=(10,), possible_length_local_only=(7,)), mobile=PhoneNumberDesc(national_number_pattern='268(?:464|7(?:1[3-9]|[28]\\d|3[0246]|64|7[0-689]))\\d{4}', example_number='2684641234', possible_length=(10,), possible_length_local_only=(7,)), toll_free=PhoneNumberDesc(national_number_pattern='8(?:00|33|44|55|66|77|88)[2-9]\\d{6}', example_number='8002123456', possible_length=(10,)), premium_rate=PhoneNumberDesc(national_number_pattern='900[2-9]\\d{6}', example_number='9002123456', possible_length=(10,)), personal_number=PhoneNumberDesc(national_number_pattern='52(?:355[0-46-9]|4(?:5(?:2[024-9]|5[0-46-9])|60[1-9]|9(?:2[0-5]|49)))\\d{4}|52(?:3(?:[2-46-9][02-9]|5[02-46-9])|4(?:[2-478][02-9]|5[034]|6[2-9]|9[05-9])|7[2-4]\\d)\\d{5}|52[34][2-9]1[02-9]\\d{4}|5(?:00|2[1256]|33|44|66|77|88)[2-9]\\d{6}', example_number='5002345678', possible_length=(10,)), voip=PhoneNumberDesc(national_number_pattern='26848[01]\\d{4}', example_number='2684801234', possible_length=(10,), possible_length_local_only=(7,)), pager=PhoneNumberDesc(national_number_pattern='26840[69]\\d{4}', example_number='2684061234', possible_length=(10,), possible_length_local_only=(7,)), national_prefix='1', national_prefix_for_parsing='1|([457]\\d{6})$', national_prefix_transform_rule='268\\1', leading_digits='268', mobile_number_portable_region=True)
103.888889
352
0.711765
303
1,870
4.174917
0.346535
0.143874
0.183399
0.227668
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0.194466
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0.547052
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0
0
0
0
0
0
0
0
5
b9a1ae11b40a499e6f6854e1a273c2ff226ef650
692
py
Python
h2o-docs/src/booklets/v2_2015/source/Python_Vignette_code_examples/python_combine_frames_append_one_as_columns.py
ahmedengu/h2o-3
ac2c0a6fbe7f8e18078278bf8a7d3483d41aca11
[ "Apache-2.0" ]
6,098
2015-05-22T02:46:12.000Z
2022-03-31T16:54:51.000Z
h2o-docs/src/booklets/v2_2015/source/Python_Vignette_code_examples/python_combine_frames_append_one_as_columns.py
ahmedengu/h2o-3
ac2c0a6fbe7f8e18078278bf8a7d3483d41aca11
[ "Apache-2.0" ]
2,517
2015-05-23T02:10:54.000Z
2022-03-30T17:03:39.000Z
h2o-docs/src/booklets/v2_2015/source/Python_Vignette_code_examples/python_combine_frames_append_one_as_columns.py
ahmedengu/h2o-3
ac2c0a6fbe7f8e18078278bf8a7d3483d41aca11
[ "Apache-2.0" ]
2,199
2015-05-22T04:09:55.000Z
2022-03-28T22:20:45.000Z
df8.cbind(df9) # A B C D A0 B0 C0 D0 # ----- ------ ------ ------ ------ ----- ----- ----- # -0.09 0.944 0.160 0.271 -0.351 1.66 -2.32 -0.86 # -0.95 0.669 0.664 1.535 -0.633 -1.78 0.32 1.27 # 0.17 0.657 0.970 -0.419 -1.413 -0.51 0.64 -1.25 # 0.58 -0.516 -1.598 -1.346 0.711 1.09 0.05 0.63 # 1.04 -0.281 -0.411 0.959 -0.009 -0.47 0.41 -0.52 # 0.49 0.170 0.124 -0.170 -0.722 -0.79 -0.91 -2.09 # 1.42 -0.409 -0.525 2.155 -0.841 -0.19 0.13 0.63 # 0.94 1.192 -1.075 0.017 0.167 0.54 0.52 1.42 # -0.53 0.777 -1.090 -2.237 -0.693 0.24 -0.56 1.45 # 0.34 -0.456 -1.220 -0.456 -0.315 1.10 1.38 -0.05 # # [100 rows x 8 columns]
43.25
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true
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0
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5
b9c1739f7de89fe26aec7c763524b35992652ab0
92
py
Python
pydm/PyQt/uic.py
klauer/pydm
e26aad58a7a0eb6f7321c61aa1dace646ff652bd
[ "BSD-3-Clause-LBNL" ]
null
null
null
pydm/PyQt/uic.py
klauer/pydm
e26aad58a7a0eb6f7321c61aa1dace646ff652bd
[ "BSD-3-Clause-LBNL" ]
null
null
null
pydm/PyQt/uic.py
klauer/pydm
e26aad58a7a0eb6f7321c61aa1dace646ff652bd
[ "BSD-3-Clause-LBNL" ]
null
null
null
from . import qtlib QT_LIB = qtlib.QT_LIB if QT_LIB == 'PyQt5': from PyQt5.uic import *
18.4
27
0.684783
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b9cd7df81437d8aa9311f772f8fd75744e9a395a
5,108
py
Python
MyServer.py
bisw1jit/MyServer
cbd7bc4015482ce8f24314894148f7e20ef66b21
[ "MIT" ]
3
2019-11-09T17:29:55.000Z
2021-12-19T21:52:12.000Z
MyServer.py
bisw1jit/MyServer
cbd7bc4015482ce8f24314894148f7e20ef66b21
[ "MIT" ]
null
null
null
MyServer.py
bisw1jit/MyServer
cbd7bc4015482ce8f24314894148f7e20ef66b21
[ "MIT" ]
null
null
null
# Tool Name :- MyServer # Author :- LordReaper # Date :- 13/11/2018 - 9/11/2019 # Powered By :- H1ckPro Software's import sys import os from time import sleep from core.system import * if len(sys.argv)>1: pass else: print ("error : invalid arguments !!") print ("use : myserver --help for more information") sys.exit() if sys.argv[1]=="-s": if len(sys.argv)==2: if system=="ubuntu": os.system("sudo python3 core/s.py "+sys.argv[1]) else: os.system("python3 core/s.py "+sys.argv[1]) elif len(sys.argv)==3: if sys.argv[2]=="apache": if system=="ubuntu": os.system("sudo python3 core/server.py -apa") else: os.system("python3 core/server.py -apa") else: print ("error : invalid arguments !!") print ("use : myserver --help for more information") elif len(sys.argv)==6: if sys.argv[2]=="-php": if system=="ubuntu": os.system("sudo python3 core/server.py -php "+sys.argv[3]+" "+sys.argv[4]+" "+sys.argv[5]) else: os.system("python3 core/server.py -php "+sys.argv[3]+" "+sys.argv[4]+" "+sys.argv[5]) elif sys.argv[2]=="-py": if system=="ubuntu": os.system("sudo python3 core/server.py -py "+sys.argv[3]+" "+sys.argv[4]+" "+sys.argv[5]) else: os.system("python3 core/server.py -py "+sys.argv[3]+" "+sys.argv[4]+" "+sys.argv[5]) elif sys.argv[2]=="-ng": if system=="ubuntu": os.system("sudo python3 core/server.py -ng "+sys.argv[3]+" "+sys.argv[4]+" "+sys.argv[5]) else: os.system("python3 core/server.py -ng "+sys.argv[3]+" "+sys.argv[4]+" "+sys.argv[5]) else: print ("error : invalid arguments !!") print ("use : myserver --help for more information") elif len(sys.argv)==5: if system=="ubuntu": os.system("sudo python3 core/server.py -d "+sys.argv[2]+" "+sys.argv[3]+" "+sys.argv[4]) else: os.system("python3 core/server.py -d "+sys.argv[2]+" "+sys.argv[3]+" "+sys.argv[4]) else: print ("error : invalid arguments !!") print ("use : myserver --help for more information") elif sys.argv[1]=="-h": if len(sys.argv)==2: if system=="ubuntu": os.system("sudo python3 core/s.py "+sys.argv[1]) else: os.system("python3 core/s.py "+sys.argv[1]) elif len(sys.argv)==5: if system=="ubuntu": os.system("sudo python3 core/host.py "+sys.argv[2]+" "+sys.argv[3]+" "+sys.argv[4]) else: os.system("python3 core/host.py "+sys.argv[2]+" "+sys.argv[3]+" "+sys.argv[4]) else: print ("error : invalid arguments") print ("use : myserver --help for more information") elif sys.argv[1]=="-db": if len(sys.argv)==3: if sys.argv[2]=="start": if system=="ubuntu": os.system("sudo python3 core/mysql.py "+sys.argv[2]) else: os.system("python3 core/mysql.py "+sys.argv[2]) elif sys.argv[2]=="stop": if system=="ubuntu": os.system("sudo python3 core/mysql.py "+sys.argv[2]) else: os.system("python3 core/mysql.py "+sys.argv[2]) else: print ("error : invalid arguments !!") print ("use : myserver --help for more information") else: print ("error : invalid arguments !!") print ("use : myserver --help for more information") elif sys.argv[1]=="rm": if len(sys.argv)==3: if sys.argv[2]=="-T" or sys.argv[2]=="-t": if system=="ubuntu": os.system("sudo python3 core/un.py") else: os.system("python3 core/un.py") else: print ("error : invalid arguments") print ("use : myserver --help for more information") else: print ("error : invalid arguments") print ("use : myserver --help for more information") elif sys.argv[1]=="update": if system=="ubuntu": os.system("sudo python3 core/upd.py") else: os.system("python3 core/upd.py") elif sys.argv[1]=="start": if system=="ubuntu": os.system("sudo python3 .MyServer.py") else: os.system("python3 .MyServer.py") elif sys.argv[1]=="--help" or sys.argv[1]=="-help" or sys.argv[1]=="help": print ("") print ("Usage: myserver [command]... [arguments]...") print ("") print (" Commands:") print (" -s <hostname> <port> <path> to start default localhost server.") print (" -s -ng <hostname> <port> <path> to start php localhost server.") print (" -s -php <hostname> <port> <path> to start php localhost server.") print (" -s -py <hostname> <port> <path> to start python localhost server.") print (" -h <hostname> <localhost_port> <port> to access localhost server on internet.") print (" -db [start/stop] to start/stop MySQL database server.") print (" -s apache to start apache web server.") print (" update update MyServer.") print (" rm -t uninstall MyServer.") print (" start start MyServer menu.") print ("") else: print ("error : invalid arguments !!") print ("use : myserver --help for more information")
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5
b9ea2a649f07b6a108f30b09b86010ae0b3acd70
47
py
Python
tumbleweed/models.py
mcroydon/django-tumbleweed
3f1eab2bf12350a91ca38165efec0c221a1fe69a
[ "BSD-3-Clause" ]
1
2015-11-08T11:33:15.000Z
2015-11-08T11:33:15.000Z
tumbleweed/models.py
mcroydon/django-tumbleweed
3f1eab2bf12350a91ca38165efec0c221a1fe69a
[ "BSD-3-Clause" ]
null
null
null
tumbleweed/models.py
mcroydon/django-tumbleweed
3f1eab2bf12350a91ca38165efec0c221a1fe69a
[ "BSD-3-Clause" ]
null
null
null
# These are not the droids you are looking for.
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5
b9eda5f604ec6cf197f2876a0f748c37ee805587
73
py
Python
patches/datasets/__init__.py
sflippl/patches
c19889e676e231af44669a01c61854e9e5791227
[ "MIT" ]
null
null
null
patches/datasets/__init__.py
sflippl/patches
c19889e676e231af44669a01c61854e9e5791227
[ "MIT" ]
null
null
null
patches/datasets/__init__.py
sflippl/patches
c19889e676e231af44669a01c61854e9e5791227
[ "MIT" ]
null
null
null
"""Datasets of latent predictability tasks. """ from .pilgrimm import *
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5
6a0ff32b449d925c6b914b62185f0b337c8c4a7c
133
py
Python
assignment/users/admin.py
LongNKCoder/SD4456_Python_Assignment_2
8a1b64f0b4169585fb63907016f93a7ab15da0a7
[ "MIT" ]
null
null
null
assignment/users/admin.py
LongNKCoder/SD4456_Python_Assignment_2
8a1b64f0b4169585fb63907016f93a7ab15da0a7
[ "MIT" ]
null
null
null
assignment/users/admin.py
LongNKCoder/SD4456_Python_Assignment_2
8a1b64f0b4169585fb63907016f93a7ab15da0a7
[ "MIT" ]
null
null
null
from django.contrib import admin from users.models import Friendship admin.site.register(Friendship) # Register your models here.
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5
6a114f290b289195e2b18bfe3c8fd05836efd438
1,821
py
Python
src/GL/sim/gql_ql_sims_ml_analysis.py
kylmcgr/RL-RNN-SURF
5d6db3e6ff4534003f2a7e832f221b5e529775d5
[ "Apache-2.0" ]
2
2021-03-12T11:12:23.000Z
2021-05-19T08:32:47.000Z
src/GL/sim/gql_ql_sims_ml_analysis.py
kylmcgr/RL-RNN-SURF
5d6db3e6ff4534003f2a7e832f221b5e529775d5
[ "Apache-2.0" ]
6
2019-12-16T21:54:13.000Z
2022-02-10T00:16:08.000Z
src/GL/sim/gql_ql_sims_ml_analysis.py
kylmcgr/RL-RNN-SURF
5d6db3e6ff4534003f2a7e832f221b5e529775d5
[ "Apache-2.0" ]
3
2019-11-07T22:44:21.000Z
2021-02-22T05:51:59.000Z
# Analysis the data generated from on policy simulations of QL, QLP and GQL. from BD.sim.sims import sims_analysis, merge_sim_files, extract_run_rew from BD.util.paths import Paths def sims_analysis_BD(): input_folder = Paths.rest_path + 'archive/beh/qlp-ml-opt/qlp-ml/' sims_analysis(input_folder, Paths.local_path + 'BD/to_graph_data/qlp_ml_onpolicy__stats.csv', lambda conf: True ) input_folder = Paths.rest_path + 'archive/beh/ql-ml-opt/ql-ml/' sims_analysis(input_folder, Paths.local_path + 'BD/to_graph_data/ql_ml_onpolicy_stats.csv', lambda conf: True ) def sims_analysis_GQL_BD(): input_folder = Paths.rest_path + 'archive/beh/gql-ml-opt/gql-ml/' sims_analysis(input_folder, Paths.local_path + 'BD/to_graph_data/gql_ml_onpolicy_stats.csv', lambda conf: True ) input_folder = Paths.rest_path + 'archive/beh/gql10d-ml-opt/gql10d-ml/' sims_analysis(input_folder, Paths.local_path + 'BD/to_graph_data/gql10d_ml_onpolicy_stats.csv', lambda conf: True ) if __name__ == '__main__': sims_analysis_BD() sims_analysis_GQL_BD() data = merge_sim_files(lambda x: True, Paths.rest_path + 'archive/beh/gql10d-ml-opt/gql10d-ml/') all_trials = extract_run_rew(data) output_file = Paths.local_path + 'BD/to_graph_data/gql10d_all_data_ml.csv' all_trials.to_csv(output_file, header=True) data = merge_sim_files(lambda x: True, Paths.rest_path + 'archive/beh/gql-ml-opt/gql-ml/') all_trials = extract_run_rew(data) output_file = Paths.local_path + 'BD/to_graph_data/gql_all_data_ml.csv' all_trials.to_csv(output_file, header=True)
35.019231
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0
0
0
0
5
6a17dd33b700261e4940d552334d981b6c74eaed
128
py
Python
volksdep/converters/__init__.py
repoww/volksdep
ceaccd30a29a3ba82bd4f9be0c52b8c99c8d6290
[ "Apache-2.0" ]
271
2020-05-22T11:05:19.000Z
2022-02-27T13:57:38.000Z
volksdep/converters/__init__.py
repoww/volksdep
ceaccd30a29a3ba82bd4f9be0c52b8c99c8d6290
[ "Apache-2.0" ]
16
2020-06-28T09:54:07.000Z
2022-01-18T09:08:07.000Z
volksdep/converters/__init__.py
repoww/volksdep
ceaccd30a29a3ba82bd4f9be0c52b8c99c8d6290
[ "Apache-2.0" ]
34
2020-05-22T11:08:29.000Z
2021-12-18T22:47:06.000Z
from .torch2onnx import torch2onnx from .onnx2trt import onnx2trt from .torch2trt import torch2trt from .base import load, save
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0.828125
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1
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5
6a27b2bcfa7e4d8b0487cdb6693479a656fd6bb3
136
py
Python
opensteer/teams/admin.py
reckonsys/opensteer
3c47bcf0a8de8e363ce8cced02827fe21a0d406a
[ "MIT" ]
5
2019-10-14T05:48:43.000Z
2021-08-29T17:42:48.000Z
opensteer/teams/admin.py
reckonsys/opensteer
3c47bcf0a8de8e363ce8cced02827fe21a0d406a
[ "MIT" ]
26
2019-09-19T08:51:45.000Z
2022-03-12T00:05:29.000Z
opensteer/teams/admin.py
reckonsys/opensteer
3c47bcf0a8de8e363ce8cced02827fe21a0d406a
[ "MIT" ]
1
2020-01-08T21:50:05.000Z
2020-01-08T21:50:05.000Z
from django.contrib import admin from opensteer.teams.models import Team, Member admin.site.register(Team) admin.site.register(Member)
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0.6
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5
48
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1
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0
0
5
6a30d65ddcf953ceadcc9809b51e37283b427dac
49
py
Python
floodcomparison/__init__.py
jsosa/floodcomparison
c6662ae9142b4e89c6c05f93adaba49c5d8e4314
[ "Apache-2.0" ]
null
null
null
floodcomparison/__init__.py
jsosa/floodcomparison
c6662ae9142b4e89c6c05f93adaba49c5d8e4314
[ "Apache-2.0" ]
null
null
null
floodcomparison/__init__.py
jsosa/floodcomparison
c6662ae9142b4e89c6c05f93adaba49c5d8e4314
[ "Apache-2.0" ]
null
null
null
from floodcomparison.core import floodcomparison
24.5
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49
8.8
0.8
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1
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0.977778
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5
6a3848493b2b327c8b213a833273765a92b0f3b9
274
py
Python
home/website/wagtail_hooks.py
HackSoftware/hackconf.bg
ab3cc9fcdccf8991098553e0374103e3a241ce50
[ "MIT" ]
12
2017-03-29T11:55:20.000Z
2022-03-29T20:03:41.000Z
kdl_wagtail/wagtail_hooks.py
kingsdigitallab/archetype-django
6315c8f38e873e2d3b2d99fcfd47d01ce0ae35bc
[ "MIT" ]
8
2020-06-05T18:16:24.000Z
2021-09-07T23:53:11.000Z
kdl_wagtail/wagtail_hooks.py
kingsdigitallab/archetype-django
6315c8f38e873e2d3b2d99fcfd47d01ce0ae35bc
[ "MIT" ]
2
2018-03-31T15:06:55.000Z
2019-06-25T16:22:08.000Z
from django.utils.html import format_html from wagtail.wagtailcore import hooks @hooks.register('insert_editor_js') def enable_source(): return format_html( """ <script> registerHalloPlugin('hallohtml'); </script> """ )
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13
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1
1
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0
0
5
e04a69c5ceb81801a0a97e45ded8c53330ccbc76
18,672
py
Python
asr/dataloaders/am_dataloader.py
Z-yq/audioSamples.github.io
53c474288f0db1a3acfe40ba57a4cd5f2aecbcd3
[ "Apache-2.0" ]
1
2022-03-03T02:51:55.000Z
2022-03-03T02:51:55.000Z
asr/dataloaders/am_dataloader.py
Z-yq/audioSamples.github.io
53c474288f0db1a3acfe40ba57a4cd5f2aecbcd3
[ "Apache-2.0" ]
null
null
null
asr/dataloaders/am_dataloader.py
Z-yq/audioSamples.github.io
53c474288f0db1a3acfe40ba57a4cd5f2aecbcd3
[ "Apache-2.0" ]
null
null
null
import logging import random import numpy as np import pypinyin import tensorflow as tf from augmentations.augments import Augmentation from utils.speech_featurizers import SpeechFeaturizer from utils.text_featurizers import TextFeaturizer logging.basicConfig(level=logging.INFO, format='%(asctime)s - %(name)s - %(levelname)s - %(message)s') import time class AM_DataLoader(): def __init__(self, config_dict, training=True): self.speech_config = config_dict['speech_config'] self.phone_config = config_dict['inp_config'] self.text_config = config_dict['tar_config'] self.running_config=config_dict['running_config'] self.augment_config = config_dict['augments_config'] self.streaming = self.speech_config['streaming'] self.chunk = self.speech_config['sample_rate'] * self.speech_config['streaming_bucket'] self.batch = config_dict['running_config']['batch_size'] self.speech_featurizer = SpeechFeaturizer(self.speech_config) self.phone_featurizer = TextFeaturizer(self.phone_config) self.text_featurizer = TextFeaturizer(self.text_config) self.make_file_list( training) self.augment = Augmentation(self.augment_config) self.init_text_to_vocab() self.epochs = 1 self.steps = 0 def return_data_types(self): return (tf.float32, tf.int32, tf.int32, tf.int32,tf.int32) def return_data_shape(self): return ( tf.TensorShape([self.batch, None, 1]), tf.TensorShape([self.batch, ]), tf.TensorShape([self.batch, None]), tf.TensorShape([self.batch, ]), tf.TensorShape([self.batch, None]), ) def get_per_epoch_steps(self): return len(self.train_list) // self.batch def eval_per_epoch_steps(self): return len(self.test_list) // self.batch def init_text_to_vocab(self): pypinyin.load_phrases_dict({'调大': [['tiáo'], ['dà']], '调小': [['tiáo'], ['xiǎo']], '调亮': [['tiáo'], ['liàng']], '调暗': [['tiáo'], ['àn']], '肖': [['xiāo']], '英雄传': [['yīng'], ['xióng'], ['zhuàn']], '新传': [['xīn'], ['zhuàn']], '外传': [['wài'], ['zhuàn']], '正传': [['zhèng'], ['zhuàn']], '水浒传': [['shuǐ'], ['hǔ'], ['zhuàn']] }) def text_to_vocab_func(txt): pins = pypinyin.pinyin(txt) pins = [i[0] for i in pins] phones = [] for pin in pins: if pin in self.phone_featurizer.vocab_array: phones += [pin] else: phones += list(pin) # print(phones) return phones self.text_to_vocab = text_to_vocab_func def make_file_list(self, training=True): train_list=self.speech_config['train_list'] test_list=self.speech_config['eval_list'] if training: with open(train_list, encoding='utf-8') as f: train_list = f.readlines() train_list = [i.strip() for i in train_list if i != ''] self.train_list = train_list np.random.shuffle(self.train_list) with open(test_list, encoding='utf-8') as f: data = f.readlines() data = [i.strip() for i in data if i != ''] self.test_list = data self.train_offset = 0 self.test_offset = 0 logging.info('load train list {} test list {}'.format(len(self.train_list), len(self.test_list))) else: with open(test_list, encoding='utf-8') as f: data = f.readlines() data = [i.strip() for i in data if i != ''] self.test_list = data self.test_offset = 0 def only_chinese(self, word): txt = '' for ch in word: if '\u4e00' <= ch <= '\u9fff': txt += ch else: continue return txt def eval_data_generator(self): sample = [] speech_features = [] input_length = [] phones = [] phones_length = [] txts = [] max_input = 0 batch = self.batch for i in range(batch * 10): line = self.test_list[self.test_offset] self.test_offset += 1 if self.test_offset > len(self.test_list) - 1: self.test_offset = 0 wp, txt = line.strip().split('\t') try: data = self.speech_featurizer.load_wav(wp) except: logging.info('{} load data failed,skip'.format(wp)) continue if len(data) < 400: continue elif len(data) > self.speech_featurizer.sample_rate * self.speech_config['wav_max_duration']: logging.info( '{} duration out of wav_max_duration({}),skip'.format(wp, self.speech_config['wav_max_duration'])) continue if self.speech_config['only_chinese']: txt = self.only_chinese(txt) if not self.streaming: speech_feature = data / np.abs(data).max() speech_feature = np.expand_dims(speech_feature, -1) in_len = len(speech_feature) // ( self.speech_config['reduction_factor'] * (self.speech_featurizer.sample_rate / 1000) * self.speech_config['stride_ms']) else: speech_feature = data speech_feature = np.expand_dims(speech_feature, -1) reduce = self.speech_config['reduction_factor'] * (self.speech_featurizer.sample_rate / 1000) * \ self.speech_config['stride_ms'] in_len = len(speech_feature) // self.chunk if len(speech_feature) % self.chunk != 0: in_len += 1 chunk_times = self.chunk // reduce if self.chunk % reduce != 0: chunk_times += 1 in_len *= chunk_times py = self.text_to_vocab(txt) if self.check_valid(py, self.phone_featurizer.vocab_array) is not True: logging.info(' {} txt phone {} not all in tokens,continue'.format(txt, self.check_valid(py, self.phone_featurizer.vocab_array))) continue if self.check_valid(txt, self.text_featurizer.vocab_array) is not True: logging.info(' {} txt phone {} not all in tokens,continue'.format(txt, self.check_valid(py, self.text_featurizer.vocab_array))) continue txt = list(txt) phone_feature = self.phone_featurizer.extract(py) text_feature = self.text_featurizer.extract(txt)+[self.text_featurizer.endid()] if in_len < len(phone_feature): logging.info('{} feature length < phone length,continue'.format(wp)) continue max_input = max(max_input, len(speech_feature)) speech_features.append(speech_feature) input_length.append(in_len) phones.append(np.array(phone_feature)) txts.append(np.array(text_feature)) phones_length.append(len(phone_feature)) sample.append(line) if len(sample) == batch: break if self.streaming: max_input = max_input // self.chunk * self.chunk + self.chunk speech_features = self.speech_featurizer.pad_signal(speech_features, max_input) if self.streaming: reduce = self.speech_config['reduction_factor'] * (self.speech_featurizer.sample_rate / 1000) * \ self.speech_config['stride_ms'] max_input = max_input // self.chunk * self.chunk + self.chunk max_in_len = max_input // self.chunk chunk_times = self.chunk // reduce if self.chunk % reduce != 0: chunk_times += 1 max_in_len *= chunk_times input_length = np.clip(input_length, 0, max_in_len) speech_features = self.speech_featurizer.pad_signal(speech_features, max_input) phones = tf.keras.preprocessing.sequence.pad_sequences(phones, maxlen=max([len(i) for i in phones]), padding='post', value=self.phone_featurizer.pad) txts = tf.keras.preprocessing.sequence.pad_sequences(txts, maxlen=max([len(i) for i in txts]), padding='post', value=self.text_featurizer.pad) x = np.array(speech_features, 'float32') phones = np.array(phones, 'int32') txts = np.array(txts, 'int32') input_length = np.array(input_length, 'int32') phones_length = np.array(phones_length, 'int32') return x, input_length, phones, phones_length, txts def check_valid(self, txt, vocab_list): if len(txt) == 0: return False for n in txt: if n in vocab_list: pass else: return n return True def generate(self, train=True): sample = [] speech_features = [] input_length = [] phones = [] phones_length = [] txts = [] max_input = 0 if train: batch = self.batch * 3 // 4 if self.augment.available() else self.batch else: batch = self.batch for i in range(batch * 10): if train: line = self.train_list[self.train_offset] self.train_offset += 1 if self.train_offset > len(self.train_list) - 1: self.train_offset = 0 np.random.shuffle(self.train_list) self.epochs += 1 else: line = self.test_list[self.test_offset] self.test_offset += 1 if self.test_offset > len(self.test_list) - 1: self.test_offset = 0 wp, txt = line.strip().split('\t') try: data = self.speech_featurizer.load_wav(wp) except: logging.info('{} load data failed,skip'.format(wp)) continue if len(data) < 400: continue elif len(data) > self.speech_featurizer.sample_rate * self.speech_config['wav_max_duration']: logging.info( '{} duration out of wav_max_duration({}),skip'.format(wp, self.speech_config['wav_max_duration'])) continue if self.speech_config['only_chinese']: txt = self.only_chinese(txt) if not self.streaming: speech_feature = data / np.abs(data).max() speech_feature = np.expand_dims(speech_feature, -1) in_len = len(speech_feature) // ( self.speech_config['reduction_factor'] * (self.speech_featurizer.sample_rate / 1000) * self.speech_config['stride_ms']) else: speech_feature = data speech_feature = np.expand_dims(speech_feature, -1) reduce = self.speech_config['reduction_factor'] * (self.speech_featurizer.sample_rate / 1000) * \ self.speech_config['stride_ms'] in_len = len(speech_feature) // self.chunk if len(speech_feature) % self.chunk != 0: in_len += 1 chunk_times = self.chunk // reduce if self.chunk % reduce != 0: chunk_times += 1 in_len *= chunk_times py = self.text_to_vocab(txt) if self.check_valid(py, self.phone_featurizer.vocab_array) is not True: logging.info(' {} txt phone {} not all in tokens,continue'.format(txt, self.check_valid(py, self.phone_featurizer.vocab_array))) continue if self.check_valid(txt, self.text_featurizer.vocab_array) is not True: logging.info(' {} txt {} not all in tokens,continue'.format(txt, self.check_valid(txt, self.text_featurizer.vocab_array))) continue txt = list(txt) phone_feature = self.phone_featurizer.extract(py) text_feature = self.text_featurizer.extract(txt)+[self.text_featurizer.endid()] if in_len < len(phone_feature): logging.info('{} feature length < phone length,continue'.format(wp)) continue max_input = max(max_input, len(speech_feature)) speech_features.append(speech_feature) input_length.append(in_len) phones.append(np.array(phone_feature)) txts.append(np.array(text_feature)) phones_length.append(len(phone_feature)) sample.append(line) if len(sample) == batch: break if train and self.augment.available(): sample = random.sample(sample, self.batch // 4) for i in sample: wp, txt = i.strip().split('\t') try: data = self.speech_featurizer.load_wav(wp) except: continue if len(data) < 400: logging.info('{} wav too short < 25ms,skip'.format(wp)) continue elif len(data) > self.speech_featurizer.sample_rate * self.speech_config['wav_max_duration']: continue data = self.augment.process(data) if self.speech_config['only_chinese']: txt = self.only_chinese(txt) if not self.streaming: speech_feature = data / np.abs(data).max() speech_feature = np.expand_dims(speech_feature, -1) in_len = len(speech_feature) // ( self.speech_config['reduction_factor'] * (self.speech_featurizer.sample_rate / 1000) * self.speech_config['stride_ms']) else: speech_feature = data speech_feature = np.expand_dims(speech_feature, -1) reduce = self.speech_config['reduction_factor'] * (self.speech_featurizer.sample_rate / 1000) * \ self.speech_config['stride_ms'] in_len = len(speech_feature) // self.chunk if len(speech_feature) % self.chunk != 0: in_len += 1 chunk_times = self.chunk // reduce if self.chunk % reduce != 0: chunk_times += 1 in_len *= chunk_times py = self.text_to_vocab(txt) if self.check_valid(py, self.phone_featurizer.vocab_array) is not True: logging.info(' {} txt phone {} not all in tokens,continue'.format(txt, self.check_valid(py, self.phone_featurizer.vocab_array))) continue if self.check_valid(txt, self.text_featurizer.vocab_array) is not True: logging.info(' {} txt {} not all in tokens,continue'.format(txt, self.check_valid(txt, self.text_featurizer.vocab_array))) continue txt = list(txt) phone_feature = self.phone_featurizer.extract(py) text_feature = self.text_featurizer.extract(txt)+[self.text_featurizer.endid()] if in_len < len(phone_feature): logging.info('{} feature length < phone length,continue'.format(wp)) continue max_input = max(max_input, len(speech_feature)) speech_features.append(speech_feature) input_length.append(in_len) phones.append(np.array(phone_feature)) txts.append(np.array(text_feature)) phones_length.append(len(phone_feature)) if self.streaming: reduce = self.speech_config['reduction_factor'] * (self.speech_featurizer.sample_rate / 1000) * \ self.speech_config['stride_ms'] max_input = max_input // self.chunk * self.chunk + self.chunk max_in_len = max_input // self.chunk chunk_times = self.chunk // reduce if self.chunk % reduce != 0: chunk_times += 1 max_in_len *= chunk_times input_length = np.clip(input_length, 0, max_in_len) speech_features = self.speech_featurizer.pad_signal(speech_features, max_input) phones=tf.keras.preprocessing.sequence.pad_sequences(phones,maxlen=max([len(i) for i in phones]),padding='post',value=self.phone_featurizer.pad) txts=tf.keras.preprocessing.sequence.pad_sequences(txts,maxlen=max([len(i) for i in txts]),padding='post',value=self.text_featurizer.pad) x = np.array(speech_features, 'float32') phones = np.array(phones, 'int32') txts = np.array(txts, 'int32') input_length = np.array(input_length, 'int32') phones_length = np.array(phones_length, 'int32') return x, input_length, phones, phones_length,txts def generator(self, train=True): while 1: s=time.time() x, input_length, phones, phones_length,txts = self.generate(train) e=time.time() logging.info('load data cost time: {}'.format(e-s)) if x.shape[0] == 0: logging.info('load data length zero,continue') continue yield x, input_length, phones, phones_length,txts
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4.638413
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0.716806
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0.366003
18,672
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false
0.002762
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5
e061c15bed338723a46d4f04e8c849cc852fe7c0
5,326
py
Python
test/test_cursor_binding.py
rhlahuja/snowflake-connector-python
6abc56c970cdb698a833b7f6ac9cbe7dfa667abd
[ "Apache-2.0" ]
null
null
null
test/test_cursor_binding.py
rhlahuja/snowflake-connector-python
6abc56c970cdb698a833b7f6ac9cbe7dfa667abd
[ "Apache-2.0" ]
null
null
null
test/test_cursor_binding.py
rhlahuja/snowflake-connector-python
6abc56c970cdb698a833b7f6ac9cbe7dfa667abd
[ "Apache-2.0" ]
null
null
null
#!/usr/bin/env python # -*- coding: utf-8 -*- # # Copyright (c) 2012-2018 Snowflake Computing Inc. All right reserved. # import pytest from snowflake.connector.errors import (ProgrammingError) def test_binding_security(conn_cnx, db_parameters): """ SQL Injection Tests """ try: with conn_cnx() as cnx: cnx.cursor().execute( "CREATE OR REPLACE TABLE {name} " "(aa INT, bb STRING)".format( name=db_parameters['name'])) cnx.cursor().execute( "INSERT INTO {name} VALUES(%s, %s)".format( name=db_parameters['name']), (1, 'test1')) cnx.cursor().execute( "INSERT INTO {name} VALUES(%(aa)s, %(bb)s)".format( name=db_parameters['name']), {'aa': 2, 'bb': 'test2'}) for rec in cnx.cursor().execute( "SELECT * FROM {name} ORDER BY 1 DESC".format( name=db_parameters['name'])): break assert rec[0] == 2, 'First column' assert rec[1] == 'test2', 'Second column' for rec in cnx.cursor().execute( "SELECT * FROM {name} WHERE aa=%s".format( name=db_parameters['name']), (1,)): break assert rec[0] == 1, 'First column' assert rec[1] == 'test1', 'Second column' # SQL injection safe test # Good Example with pytest.raises(ProgrammingError): cnx.cursor().execute( "SELECT * FROM {name} WHERE aa=%s".format( name=db_parameters['name']), ("1 or aa>0",)) with pytest.raises(ProgrammingError): cnx.cursor().execute( "SELECT * FROM {name} WHERE aa=%(aa)s".format( name=db_parameters['name']), {"aa": "1 or aa>0"}) # Bad Example in application. DON'T DO THIS c = cnx.cursor() c.execute("SELECT * FROM {name} WHERE aa=%s".format( name=db_parameters['name']) % ("1 or aa>0",)) rec = c.fetchall() assert len(rec) == 2, "not raising error unlike the previous one." finally: with conn_cnx() as cnx: cnx.cursor().execute( "drop table if exists {name}".format( name=db_parameters['name'])) def test_binding_list(conn_cnx, db_parameters): """ SQL binding list type for IN """ try: with conn_cnx() as cnx: cnx.cursor().execute( "CREATE OR REPLACE TABLE {name} " "(aa INT, bb STRING)".format( name=db_parameters['name'])) cnx.cursor().execute( "INSERT INTO {name} VALUES(%s, %s)".format( name=db_parameters['name']), (1, 'test1')) cnx.cursor().execute( "INSERT INTO {name} VALUES(%(aa)s, %(bb)s)".format( name=db_parameters['name']), {'aa': 2, 'bb': 'test2'}) cnx.cursor().execute( "INSERT INTO {name} VALUES(3, 'test3')".format( name=db_parameters['name'])) for rec in cnx.cursor().execute(""" SELECT * FROM {name} WHERE aa IN (%s) ORDER BY 1 DESC """.format(name=db_parameters['name']), ([1, 3],)): break assert rec[0] == 3, 'First column' assert rec[1] == 'test3', 'Second column' for rec in cnx.cursor().execute( "SELECT * FROM {name} WHERE aa=%s".format( name=db_parameters['name']), (1,)): break assert rec[0] == 1, 'First column' assert rec[1] == 'test1', 'Second column' rec = cnx.cursor().execute(""" SELECT * FROM {name} WHERE aa IN (%s) ORDER BY 1 DESC """.format(name=db_parameters['name']), ((1,),)) finally: with conn_cnx() as cnx: cnx.cursor().execute( "drop table if exists {name}".format( name=db_parameters['name'])) def test_unsupported_binding(conn_cnx, db_parameters): """ Unsupported data binding """ try: with conn_cnx() as cnx: cnx.cursor().execute( "CREATE OR REPLACE TABLE {name} " "(aa INT, bb STRING)".format( name=db_parameters['name'])) cnx.cursor().execute( "INSERT INTO {name} VALUES(%s, %s)".format( name=db_parameters['name']), (1, 'test1')) sql = 'select count(*) from {name} where aa=%s'.format( name=db_parameters['name']) with cnx.cursor() as cur: rec = cur.execute(sql, (1,)).fetchone() assert rec[0] is not None, 'no value is returned' # dict with pytest.raises(ProgrammingError): cnx.cursor().execute(sql, ({'value': 1},)) finally: with conn_cnx() as cnx: cnx.cursor().execute( "drop table if exists {name}".format( name=db_parameters['name']))
36.731034
78
0.480473
579
5,326
4.352332
0.188256
0.114286
0.1
0.183333
0.775397
0.730952
0.730952
0.685317
0.685317
0.655159
0
0.016536
0.375516
5,326
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36.986111
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0.050507
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0
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0
0
0
0
0
5
0ec7b7a0dee386c8044a5e357cb59fce0132a0cf
19,177
py
Python
posthog/api/test/test_organization_domain.py
msnitish/posthog
cb86113f568e72eedcb64b5fd00c313d21e72f90
[ "MIT" ]
null
null
null
posthog/api/test/test_organization_domain.py
msnitish/posthog
cb86113f568e72eedcb64b5fd00c313d21e72f90
[ "MIT" ]
null
null
null
posthog/api/test/test_organization_domain.py
msnitish/posthog
cb86113f568e72eedcb64b5fd00c313d21e72f90
[ "MIT" ]
null
null
null
import datetime from unittest.mock import patch import dns.resolver import dns.rrset import pytest import pytz from django.utils import timezone from freezegun import freeze_time from rest_framework import status from posthog.models import Organization, OrganizationDomain, OrganizationMembership, Team from posthog.test.base import APIBaseTest, BaseTest class FakeAnswer(object): def __init__(self, answer): self.answer = answer class FakeDNSResponse(object): def __init__(self, answer): self.response = FakeAnswer(answer) class TestOrganizationDomains(BaseTest): def test_continuous_verification_task(self): """ Tests the task that re-verifies domains to ensure ownership is maintained. """ pass class TestOrganizationDomainsAPI(APIBaseTest): domain: OrganizationDomain = None # type: ignore another_domain: OrganizationDomain = None # type: ignore another_org: Organization = None # type: ignore @classmethod def setUpTestData(cls): super().setUpTestData() cls.domain = OrganizationDomain.objects.create(organization=cls.organization, domain="myposthog.com") cls.another_org = Organization.objects.create(name="Another Org") Team.objects.create(organization=cls.another_org) cls.another_domain = OrganizationDomain.objects.create(organization=cls.another_org, domain="org.posthog.net") # List & retrieve domains def test_can_list_and_retrieve_domains(self): response = self.client.get("/api/organizations/@current/domains") self.assertEqual(response.status_code, status.HTTP_200_OK) response_data = response.json() self.assertEqual(response_data["count"], 1) item = response_data["results"][0] self.assertEqual(item["domain"], "myposthog.com") self.assertEqual(item["verified_at"], None) self.assertEqual(item["is_verified"], False) self.assertEqual(item["jit_provisioning_enabled"], False) self.assertEqual(item["sso_enforcement"], "") self.assertRegex(item["verification_challenge"], r"[0-9A-Za-z_-]{32}") retrieve_response = self.client.get(f"/api/organizations/{self.organization.id}/domains/{self.domain.id}") self.assertEqual(retrieve_response.status_code, status.HTTP_200_OK) self.assertEqual(retrieve_response.json(), response_data["results"][0]) def test_cannot_list_or_retrieve_domains_for_other_org(self): self.organization_membership.level = OrganizationMembership.Level.ADMIN self.organization_membership.save() response = self.client.get(f"/api/organizations/@current/domains/{self.another_domain.id}") self.assertEqual(response.status_code, status.HTTP_404_NOT_FOUND) self.assertEqual(response.json(), self.not_found_response()) response = self.client.get(f"/api/organizations/{self.another_org.id}/domains/{self.another_domain.id}") self.assertEqual(response.status_code, status.HTTP_403_FORBIDDEN) self.assertEqual(response.json(), self.permission_denied_response()) # Create domains def test_create_domain(self): self.organization_membership.level = OrganizationMembership.Level.ADMIN self.organization_membership.save() with self.settings(MULTI_TENANCY=True): response = self.client.post( "/api/organizations/@current/domains/", { "domain": "the.posthog.com", "verified_at": "2022-01-01T14:25:25.000Z", # ignore me "verification_challenge": "123", # ignore me "jit_provisioning_enabled": True, # ignore me "sso_enforcement": "saml", # ignore me }, ) self.assertEqual(response.status_code, status.HTTP_201_CREATED) response_data = response.json() self.assertEqual(response_data["domain"], "the.posthog.com") self.assertEqual(response_data["verified_at"], None) self.assertEqual(response_data["jit_provisioning_enabled"], False) self.assertRegex(response_data["verification_challenge"], r"[0-9A-Za-z_-]{32}") instance = OrganizationDomain.objects.get(id=response_data["id"]) self.assertEqual(instance.domain, "the.posthog.com") self.assertEqual(instance.verified_at, None) self.assertEqual(instance.last_verification_retry, None) self.assertEqual(instance.sso_enforcement, "") @pytest.mark.skip_on_multitenancy def test_creating_domain_on_self_hosted_is_automatically_verified(self): self.organization_membership.level = OrganizationMembership.Level.ADMIN self.organization_membership.save() with freeze_time("2021-08-08T20:20:08Z"): response = self.client.post( "/api/organizations/@current/domains/", { "domain": "the.posthog.com", "verified_at": "2022-01-01T14:25:25.000Z", # ignore me "verification_challenge": "123", # ignore me "jit_provisioning_enabled": True, # ignore me "sso_enforcement": "saml", # ignore me }, ) self.assertEqual(response.status_code, status.HTTP_201_CREATED) response_data = response.json() self.assertEqual(response_data["domain"], "the.posthog.com") self.assertEqual( response_data["verified_at"], "2021-08-08T20:20:08Z", ) self.assertEqual(response_data["jit_provisioning_enabled"], False) self.assertRegex(response_data["verification_challenge"], r"[0-9A-Za-z_-]{32}") instance = OrganizationDomain.objects.get(id=response_data["id"]) self.assertEqual(instance.domain, "the.posthog.com") self.assertEqual( instance.verified_at, datetime.datetime(2021, 8, 8, 20, 20, 8, tzinfo=pytz.UTC), ) self.assertEqual(instance.last_verification_retry, None) self.assertEqual(instance.sso_enforcement, "") def test_cannot_create_duplicate_domain(self): OrganizationDomain.objects.create(domain="i-registered-first.com", organization=self.another_org) count = OrganizationDomain.objects.count() self.organization_membership.level = OrganizationMembership.Level.ADMIN self.organization_membership.save() response = self.client.post("/api/organizations/@current/domains/", {"domain": "i-registered-first.com"},) self.assertEqual(response.status_code, status.HTTP_400_BAD_REQUEST) self.assertEqual( response.json(), { "type": "validation_error", "code": "unique", "detail": "domain with this domain already exists.", "attr": "domain", }, ) self.assertEqual(OrganizationDomain.objects.count(), count) def test_cannot_create_invalid_domain(self): count = OrganizationDomain.objects.count() self.organization_membership.level = OrganizationMembership.Level.ADMIN self.organization_membership.save() invalid_domains = ["test@posthog.com", "🦔🦔🦔.com", "one.two.c", "--alpha.com", "javascript: alert(1)"] for _domain in invalid_domains: response = self.client.post("/api/organizations/@current/domains/", {"domain": _domain,},) self.assertEqual(response.status_code, status.HTTP_400_BAD_REQUEST) self.assertEqual( response.json(), { "type": "validation_error", "code": "invalid_input", "detail": "Please enter a valid domain or subdomain name.", "attr": "domain", }, ) self.assertEqual(OrganizationDomain.objects.count(), count) @patch("posthog.models.organization_domain.dns.resolver.resolve") def test_can_request_verification_for_unverified_domains(self, mock_dns_query): self.organization_membership.level = OrganizationMembership.Level.ADMIN self.organization_membership.save() mock_dns_query.return_value = FakeDNSResponse( [ dns.rrset.from_text( "_posthog-challenge.myposthog.com.", 3600, "IN", "TXT", self.domain.verification_challenge, ) ], ) with freeze_time("2021-08-08T20:20:08Z"): response = self.client.post(f"/api/organizations/@current/domains/{self.domain.id}/verify") self.assertEqual(response.status_code, status.HTTP_200_OK) response_data = response.json() self.domain.refresh_from_db() self.assertEqual(response_data["domain"], "myposthog.com") self.assertEqual( response_data["verified_at"], self.domain.verified_at.strftime("%Y-%m-%dT%H:%M:%SZ"), ) self.assertEqual(response_data["is_verified"], True) self.assertEqual( self.domain.verified_at, datetime.datetime(2021, 8, 8, 20, 20, 8, tzinfo=pytz.UTC), ) self.assertEqual(self.domain.is_verified, True) @patch("posthog.models.organization_domain.dns.resolver.resolve") def test_domain_is_not_verified_with_missing_challenge(self, mock_dns_query): self.organization_membership.level = OrganizationMembership.Level.ADMIN self.organization_membership.save() mock_dns_query.side_effect = dns.resolver.NoAnswer() with freeze_time("2021-10-10T10:10:10Z"): with self.settings(MULTI_TENANCY=True): response = self.client.post(f"/api/organizations/@current/domains/{self.domain.id}/verify") self.assertEqual(response.status_code, status.HTTP_200_OK) response_data = response.json() self.domain.refresh_from_db() self.assertEqual(response_data["domain"], "myposthog.com") self.assertEqual(response_data["verified_at"], None) self.assertEqual(self.domain.verified_at, None) self.assertEqual( self.domain.last_verification_retry, datetime.datetime(2021, 10, 10, 10, 10, 10, tzinfo=pytz.UTC), ) @patch("posthog.models.organization_domain.dns.resolver.resolve") def test_domain_is_not_verified_with_incorrect_challenge(self, mock_dns_query): self.organization_membership.level = OrganizationMembership.Level.ADMIN self.organization_membership.save() mock_dns_query.return_value = FakeDNSResponse( [dns.rrset.from_text("_posthog-challenge.myposthog.com.", 3600, "IN", "TXT", "incorrect_challenge",)], ) with freeze_time("2021-10-10T10:10:10Z"): with self.settings(MULTI_TENANCY=True): response = self.client.post(f"/api/organizations/@current/domains/{self.domain.id}/verify") self.assertEqual(response.status_code, status.HTTP_200_OK) response_data = response.json() self.domain.refresh_from_db() self.assertEqual(response_data["domain"], "myposthog.com") self.assertEqual(response_data["verified_at"], None) self.assertEqual(self.domain.verified_at, None) self.assertEqual( self.domain.last_verification_retry, datetime.datetime(2021, 10, 10, 10, 10, 10, tzinfo=pytz.UTC), ) def test_cannot_request_verification_for_verified_domains(self): self.organization_membership.level = OrganizationMembership.Level.ADMIN self.organization_membership.save() self.domain.verified_at = timezone.now() self.domain.save() response = self.client.post(f"/api/organizations/@current/domains/{self.domain.id}/verify") self.assertEqual(response.status_code, status.HTTP_400_BAD_REQUEST) self.assertEqual( response.json(), { "type": "validation_error", "code": "already_verified", "detail": "This domain has already been verified.", "attr": None, }, ) def test_only_admin_can_create_verified_domains(self): count = OrganizationDomain.objects.count() response = self.client.post("/api/organizations/@current/domains/", {"domain": "evil.posthog.com"}) self.assertEqual(response.status_code, status.HTTP_403_FORBIDDEN) self.assertEqual( response.json(), self.permission_denied_response("Your organization access level is insufficient."), ) self.assertEqual(OrganizationDomain.objects.count(), count) def test_only_admin_can_request_verification(self): response = self.client.post(f"/api/organizations/@current/domains/{self.domain.id}/verify") self.assertEqual(response.status_code, status.HTTP_403_FORBIDDEN) self.assertEqual( response.json(), self.permission_denied_response("Your organization access level is insufficient."), ) self.domain.refresh_from_db() self.assertEqual(self.domain.verified_at, None) # Update domains def test_can_update_jit_provisioning_and_sso_enforcement(self): self.organization_membership.level = OrganizationMembership.Level.ADMIN self.organization_membership.save() self.domain.verified_at = timezone.now() self.domain.save() response = self.client.patch( f"/api/organizations/@current/domains/{self.domain.id}/", {"sso_enforcement": "google-oauth2", "jit_provisioning_enabled": True}, ) self.assertEqual(response.status_code, status.HTTP_200_OK) self.assertEqual(response.json()["sso_enforcement"], "google-oauth2") self.assertEqual(response.json()["jit_provisioning_enabled"], True) self.domain.refresh_from_db() self.assertEqual(self.domain.sso_enforcement, "google-oauth2") self.assertEqual(self.domain.jit_provisioning_enabled, True) def test_cannot_enforce_sso_or_enable_jit_provisioning_on_unverified_domain(self): self.organization_membership.level = OrganizationMembership.Level.ADMIN self.organization_membership.save() # SSO Enforcement response = self.client.patch( f"/api/organizations/@current/domains/{self.domain.id}/", {"sso_enforcement": "google-oauth2"}, ) self.assertEqual(response.status_code, status.HTTP_400_BAD_REQUEST) self.assertEqual( response.json(), { "type": "validation_error", "code": "verification_required", "detail": "This attribute cannot be updated until the domain is verified.", "attr": "sso_enforcement", }, ) self.domain.refresh_from_db() self.assertEqual(self.domain.sso_enforcement, "") # JIT Provisioning response = self.client.patch( f"/api/organizations/@current/domains/{self.domain.id}/", {"jit_provisioning_enabled": True}, ) self.assertEqual(response.status_code, status.HTTP_400_BAD_REQUEST) self.assertEqual( response.json(), { "type": "validation_error", "code": "verification_required", "detail": "This attribute cannot be updated until the domain is verified.", "attr": "jit_provisioning_enabled", }, ) self.domain.refresh_from_db() self.assertEqual(self.domain.jit_provisioning_enabled, False) def test_only_allowed_parameters_can_be_updated(self): self.organization_membership.level = OrganizationMembership.Level.ADMIN self.organization_membership.save() response = self.client.patch( f"/api/organizations/@current/domains/{self.domain.id}/", {"verified_at": "2020-01-01T12:12:12Z", "verification_challenge": "123"}, ) self.assertEqual(response.status_code, status.HTTP_200_OK) self.assertEqual(response.json()["verified_at"], None) self.assertRegex(response.json()["verification_challenge"], r"[0-9A-Za-z_-]{32}") def test_only_admin_can_update_domain(self): self.domain.verified_at = timezone.now() self.domain.save() response = self.client.patch( f"/api/organizations/{self.organization.id}/domains/{self.domain.id}/", {"sso_enforcement": "google-oauth2", "jit_provisioning_enabled": True}, ) self.assertEqual(response.status_code, status.HTTP_403_FORBIDDEN) self.assertEqual( response.json(), self.permission_denied_response("Your organization access level is insufficient."), ) self.domain.refresh_from_db() self.assertEqual(self.domain.jit_provisioning_enabled, False) self.assertEqual(self.domain.sso_enforcement, "") def test_cannot_update_domain_for_another_org(self): self.organization_membership.level = OrganizationMembership.Level.ADMIN self.organization_membership.save() self.another_domain.verified_at = timezone.now() self.another_domain.save() response = self.client.patch( f"/api/organizations/{self.another_org.id}/domains/{self.another_domain.id}/", {"sso_enforcement": "google-oauth2", "jit_provisioning_enabled": True}, ) self.assertEqual(response.status_code, status.HTTP_403_FORBIDDEN) self.assertEqual(response.json(), self.permission_denied_response()) self.another_domain.refresh_from_db() self.assertEqual(self.another_domain.jit_provisioning_enabled, False) self.assertEqual(self.another_domain.sso_enforcement, "") # Delete domains def test_admin_can_delete_domain(self): self.organization_membership.level = OrganizationMembership.Level.ADMIN self.organization_membership.save() response = self.client.delete(f"/api/organizations/@current/domains/{self.domain.id}") self.assertEqual(response.status_code, status.HTTP_204_NO_CONTENT) self.assertEqual(response.content, b"") self.assertFalse(OrganizationDomain.objects.filter(id=self.domain.id).exists()) def test_only_admin_can_delete_domain(self): response = self.client.delete(f"/api/organizations/@current/domains/{self.domain.id}") self.assertEqual(response.status_code, status.HTTP_403_FORBIDDEN) self.assertEqual( response.json(), self.permission_denied_response("Your organization access level is insufficient."), ) self.domain.refresh_from_db() def test_cannot_delete_domain_for_another_org(self): self.organization_membership.level = OrganizationMembership.Level.ADMIN self.organization_membership.save() response = self.client.delete(f"/api/organizations/{self.another_org.id}/domains/{self.another_domain.id}") self.assertEqual(response.status_code, status.HTTP_403_FORBIDDEN) self.assertEqual(response.json(), self.permission_denied_response()) self.another_domain.refresh_from_db()
45.228774
118
0.671012
2,088
19,177
5.945402
0.117337
0.103915
0.098196
0.044466
0.807234
0.773159
0.737071
0.725068
0.694297
0.677864
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0.018563
0.213433
19,177
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119
45.335697
0.80423
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0
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5
0ee50094e88f5107ffe4383858e5ac2e6c4ea6ec
90
py
Python
src/products/admin.py
apabaad/django_ecommerce
ca04143477b306413158e5311062563f7418700c
[ "bzip2-1.0.6" ]
null
null
null
src/products/admin.py
apabaad/django_ecommerce
ca04143477b306413158e5311062563f7418700c
[ "bzip2-1.0.6" ]
null
null
null
src/products/admin.py
apabaad/django_ecommerce
ca04143477b306413158e5311062563f7418700c
[ "bzip2-1.0.6" ]
null
null
null
from django.contrib import admin from .models import Product admin.site.register(Product)
22.5
32
0.833333
13
90
5.769231
0.692308
0
0
0
0
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90
4
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22.5
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0
1
0
0
5
162d0aa4bb77e9b34f76b8530aaf8f57b28901c9
647
py
Python
test/test_modify_group.py
Sfairat00/training_python
14562b377d19bf22fc077e02efc7e56e73785a55
[ "Apache-2.0" ]
null
null
null
test/test_modify_group.py
Sfairat00/training_python
14562b377d19bf22fc077e02efc7e56e73785a55
[ "Apache-2.0" ]
null
null
null
test/test_modify_group.py
Sfairat00/training_python
14562b377d19bf22fc077e02efc7e56e73785a55
[ "Apache-2.0" ]
null
null
null
from model.group import Group def test_modify_group_name(app): if app.group.count() == 0: app.group.create(Group(name="test")) old_groups = app.group.get_group_list() app.group.modify_first_group(Group(name="New group")) new_groups = app.group.get_group_list() assert len(old_groups) == len(new_groups) def test_modify_group_header(app): if app.group.count() == 0: app.group.create(Group(header="test")) old_groups = app.group.get_group_list() app.group.modify_first_group(Group(header="New header")) new_groups = app.group.get_group_list() assert len(old_groups) == len(new_groups)
26.958333
60
0.698609
99
647
4.30303
0.222222
0.187793
0.131455
0.159624
0.746479
0.746479
0.746479
0.746479
0.746479
0.746479
0
0.003697
0.163833
647
23
61
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0.783734
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0
0
0
0
0
5
16449c2c8a80a3f0f14b7a2a74915dc78441651d
139
py
Python
tests/checks/run_performance_tests.py
stjordanis/mljar-supervised
8c3f9d1ed527dfcfdaef91cf82e2779c5832e294
[ "MIT" ]
1,882
2018-11-05T13:20:54.000Z
2022-03-31T14:31:46.000Z
tests/checks/run_performance_tests.py
stjordanis/mljar-supervised
8c3f9d1ed527dfcfdaef91cf82e2779c5832e294
[ "MIT" ]
499
2019-03-14T09:57:51.000Z
2022-03-30T06:00:43.000Z
tests/checks/run_performance_tests.py
stjordanis/mljar-supervised
8c3f9d1ed527dfcfdaef91cf82e2779c5832e294
[ "MIT" ]
277
2019-02-08T21:32:13.000Z
2022-03-29T03:26:05.000Z
import os import sys import unittest from tests.tests_bin_class.test_performance import * if __name__ == "__main__": unittest.main()
15.444444
52
0.769784
19
139
5.052632
0.684211
0
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0.151079
139
8
53
17.375
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null
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0
0
1
0
1
0
1
0
0
5
1653e68a3494182dbc33ba8410b68bb9f85c16c2
97
py
Python
src/tensor/tensor/movement/__init__.py
jedhsu/tensor
3b2fe21029fa7c50b034190e77d79d1a94ea5e8f
[ "Apache-2.0" ]
null
null
null
src/tensor/tensor/movement/__init__.py
jedhsu/tensor
3b2fe21029fa7c50b034190e77d79d1a94ea5e8f
[ "Apache-2.0" ]
null
null
null
src/tensor/tensor/movement/__init__.py
jedhsu/tensor
3b2fe21029fa7c50b034190e77d79d1a94ea5e8f
[ "Apache-2.0" ]
null
null
null
from ._movement import Movement from .path import MovementPath from .paths import MovementPaths
19.4
32
0.835052
12
97
6.666667
0.583333
0
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97
4
33
24.25
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5
16731efe14cf79a4c56966e84b709e60bb9faf4f
42
py
Python
src/styleaug/__init__.py
somritabanerjee/speedplusbaseline
5913c611d8c182ad8070abcf5f1baffc554dfd90
[ "MIT" ]
69
2019-04-09T18:05:33.000Z
2022-03-11T05:58:59.000Z
src/styleaug/__init__.py
somritabanerjee/speedplusbaseline
5913c611d8c182ad8070abcf5f1baffc554dfd90
[ "MIT" ]
6
2019-04-01T12:04:10.000Z
2022-01-19T11:49:13.000Z
src/styleaug/__init__.py
somritabanerjee/speedplusbaseline
5913c611d8c182ad8070abcf5f1baffc554dfd90
[ "MIT" ]
13
2019-05-22T19:08:36.000Z
2021-08-13T01:21:47.000Z
from .styleAugmentor import StyleAugmentor
42
42
0.904762
4
42
9.5
0.75
0
0
0
0
0
0
0
0
0
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0.071429
42
1
42
42
0.974359
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true
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null
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null
0
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0
0
0
1
0
1
0
0
0
0
5
1689e31b5f0f44d60b97128a67d87b2730238b68
28
py
Python
tests/syntax/missing_in_with_for.py
matan-h/friendly
3ab0fc6541c837271e8865e247750007acdd18fb
[ "MIT" ]
287
2019-04-08T13:18:29.000Z
2021-03-14T19:10:21.000Z
tests/syntax/missing_in_with_for.py
matan-h/friendly
3ab0fc6541c837271e8865e247750007acdd18fb
[ "MIT" ]
191
2019-04-08T14:39:18.000Z
2021-03-14T22:14:56.000Z
tests/syntax/missing_in_with_for.py
matan-h/friendly
3ab0fc6541c837271e8865e247750007acdd18fb
[ "MIT" ]
9
2019-04-08T12:54:08.000Z
2020-11-20T02:26:27.000Z
for x range(4): print(x)
9.333333
15
0.571429
6
28
2.666667
0.833333
0
0
0
0
0
0
0
0
0
0
0.047619
0.25
28
2
16
14
0.714286
0
0
0
0
0
0
0
0
0
0
0
0
0
null
null
0
0
null
null
0.5
1
1
0
null
0
0
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0
0
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0
0
0
0
0
0
1
0
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0
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null
0
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1
0
0
0
0
0
0
1
0
5
16a5b8fdf510e7bdeb3c6bd8d9c144db7f897552
52
py
Python
lectures/05-python-intro/examples/argv.py
mattmiller899/biosys-analytics
ab24a4c7206ed9a865e896daa57cee3c4e62df1f
[ "MIT" ]
14
2019-07-14T08:29:04.000Z
2022-03-07T06:33:26.000Z
lectures/05-python-intro/examples/argv.py
mattmiller899/biosys-analytics
ab24a4c7206ed9a865e896daa57cee3c4e62df1f
[ "MIT" ]
4
2020-03-24T18:25:26.000Z
2021-08-23T20:44:07.000Z
lectures/05-python-intro/examples/argv.py
mattmiller899/biosys-analytics
ab24a4c7206ed9a865e896daa57cee3c4e62df1f
[ "MIT" ]
33
2019-01-05T17:03:47.000Z
2019-11-11T20:48:24.000Z
#!/usr/bin/env python3 import sys print(sys.argv)
8.666667
22
0.711538
9
52
4.111111
0.888889
0
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0.022222
0.134615
52
5
23
10.4
0.8
0.403846
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1
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true
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null
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1
0
1
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0
1
0
5
16cfaddb94dc7d27c3d0480f8a3e480fd2dc70da
30
py
Python
tools/micropython-mockup/urandom.py
hwinther/lanot
f6700cacb3946535081624467b746fdfd38e021d
[ "Apache-2.0" ]
null
null
null
tools/micropython-mockup/urandom.py
hwinther/lanot
f6700cacb3946535081624467b746fdfd38e021d
[ "Apache-2.0" ]
null
null
null
tools/micropython-mockup/urandom.py
hwinther/lanot
f6700cacb3946535081624467b746fdfd38e021d
[ "Apache-2.0" ]
null
null
null
def randrange(n, y): pass
10
20
0.6
5
30
3.6
1
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0
0
0
0
0
0
0
0
0
0
0.266667
30
2
21
15
0.818182
0
0
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0
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1
0.5
false
0.5
0
0
0.5
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1
1
0
null
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1
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0
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0
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0
0
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null
0
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1
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1
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5