Public bug reported:

1. Nova Placement API with PostgreSQL Database throws
psycopg2.ProgrammingError requires allocations.consumer_id in group by
clause


=============
 [SQL: 'SELECT resource_providers.id AS resource_provider_id, 
resource_providers.uuid, resource_providers.generation, 
inventories.resource_class_id, inventories.total, inventories.reserved, 
inventories.allocation_ratio, inventories.min_unit, inventories.max_unit, 
inventories.step_size, usage.used \nFROM resource_providers JOIN inventories ON 
resource_providers.id = inventories.resource_provider_id AND 
inventories.resource_class_id IN (%(resource_class_id_1)s, 
%(resource_class_id_2)s, %(resource_class_id_3)s) LEFT OUTER JOIN (SELECT 
allocations.resource_provider_id AS resource_provider_id, 
allocations.consumer_id AS consumer_id, allocations.resource_class_id AS 
resource_class_id, sum(allocations.used) AS used \nFROM allocations \nWHERE 
allocations.resource_class_id IN (%(resource_class_id_4)s, 
%(resource_class_id_5)s, %(resource_class_id_6)s) GROUP BY 
allocations.resource_provider_id, allocations.resource_class_id) AS usage ON 
inventories.resource_provider_id = usage.resource_provider
 _id AND inventories.resource_class_id = usage.resource_class_id \nWHERE 
resource_providers.uuid IN (%(uuid_1)s) AND inventories.resource_class_id IN 
(%(resource_class_id_7)s, %(resource_class_id_8)s, %(resource_class_id_9)s)'] 
[parameters: {'uuid_1': '06a38451-1efd-428a-ad55-34f790e1d0ca', 
'resource_class_id_9': 2, 'resource_class_id_8': 1, 'resource_class_id_1': 0, 
'resource_class_id_3': 2, 'resource_class_id_2': 1, 'resource_class_id_5': 1, 
'resource_class_id_4': 0, 'resource_class_id_7': 0, 'resource_class_id_6': 2}]
2017-02-05 21:27:29.412 11050 ERROR oslo_db.sqlalchemy.exc_filters Traceback 
(most recent call last):
2017-02-05 21:27:29.412 11050 ERROR oslo_db.sqlalchemy.exc_filters   File 
"/usr/lib/python2.7/site-packages/sqlalchemy/engine/base.py", line 1139, in 
_execute_context
2017-02-05 21:27:29.412 11050 ERROR oslo_db.sqlalchemy.exc_filters     context)
2017-02-05 21:27:29.412 11050 ERROR oslo_db.sqlalchemy.exc_filters   File 
"/usr/lib/python2.7/site-packages/sqlalchemy/engine/default.py", line 450, in 
do_execute
2017-02-05 21:27:29.412 11050 ERROR oslo_db.sqlalchemy.exc_filters     
cursor.execute(statement, parameters)
2017-02-05 21:27:29.412 11050 ERROR oslo_db.sqlalchemy.exc_filters 
ProgrammingError: column "allocations.consumer_id" must appear in the GROUP BY 
clause or be used in an aggregate function
2017-02-05 21:27:29.412 11050 ERROR oslo_db.sqlalchemy.exc_filters LINE 2: 
...ons.resource_provider_id AS resource_provider_id, allocation...
2017-02-05 21:27:29.412 11050 ERROR oslo_db.sqlalchemy.exc_filters              
                                                ^
2017-02-05 21:27:29.412 11050 ERROR oslo_db.sqlalchemy.exc_filters 
2017-02-05 21:27:29.412 11050 ERROR oslo_db.sqlalchemy.exc_filters 
2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler 
[req-331f66db-4213-4b5a-92af-062897d7b886 f33df19f53574efdb6019b8cc549519f 
c4302c69d4c74e22a6386002a36b0e04 - default default] Uncaught exception
2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler 
Traceback (most recent call last):
2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler   File 
"/usr/lib/python2.7/site-packages/nova/api/openstack/placement/handler.py", 
line 195, in __call__
2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler     
return dispatch(environ, start_response, self._map)
2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler   File 
"/usr/lib/python2.7/site-packages/nova/api/openstack/placement/handler.py", 
line 122, in dispatch
2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler     
return handler(environ, start_response)
2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler   File 
"/usr/lib/python2.7/site-packages/webob/dec.py", line 130, in __call__
2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler     
resp = self.call_func(req, *args, **self.kwargs)
2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler   File 
"/usr/lib/python2.7/site-packages/webob/dec.py", line 195, in call_func
2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler     
return self.func(req, *args, **kwargs)
2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler   File 
"/usr/lib/python2.7/site-packages/nova/api/openstack/placement/util.py", line 
133, in decorated_function
2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler     
return f(req)
2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler   File 
"/usr/lib/python2.7/site-packages/nova/api/openstack/placement/handlers/allocation.py",
 line 254, in set_allocations
2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler     
allocations.create_all()
2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler   File 
"/usr/lib/python2.7/site-packages/nova/objects/resource_provider.py", line 
1185, in create_all
2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler     
self._set_allocations(self._context, self.objects)
2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler   File 
"/usr/lib/python2.7/site-packages/oslo_db/sqlalchemy/enginefacade.py", line 
894, in wrapper
2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler     
return fn(*args, **kwargs)
2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler   File 
"/usr/lib/python2.7/site-packages/nova/objects/resource_provider.py", line 
1147, in _set_allocations
2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler     
before_gens = _check_capacity_exceeded(conn, allocs)
2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler   File 
"/usr/lib/python2.7/site-packages/nova/objects/resource_provider.py", line 
1012, in _check_capacity_exceeded
2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler     
records = conn.execute(sel)
2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler   File 
"/usr/lib/python2.7/site-packages/sqlalchemy/engine/base.py", line 914, in 
execute
2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler     
return meth(self, multiparams, params)
2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler   File 
"/usr/lib/python2.7/site-packages/sqlalchemy/sql/elements.py", line 323, in 
_execute_on_connection
2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler     
return connection._execute_clauseelement(self, multiparams, params)
2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler   File 
"/usr/lib/python2.7/site-packages/sqlalchemy/engine/base.py", line 1010, in 
_execute_clauseelement
2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler     
compiled_sql, distilled_params
2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler   File 
"/usr/lib/python2.7/site-packages/sqlalchemy/engine/base.py", line 1146, in 
_execute_context
2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler     
context)
2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler   File 
"/usr/lib/python2.7/site-packages/sqlalchemy/engine/base.py", line 1337, in 
_handle_dbapi_exception
2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler     
util.raise_from_cause(newraise, exc_info)
2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler   File 
"/usr/lib/python2.7/site-packages/sqlalchemy/util/compat.py", line 203, in 
raise_from_cause
2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler     
reraise(type(exception), exception, tb=exc_tb, cause=cause)
2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler   File 
"/usr/lib/python2.7/site-packages/sqlalchemy/engine/base.py", line 1139, in 
_execute_context
2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler     
context)
2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler   File 
"/usr/lib/python2.7/site-packages/sqlalchemy/engine/default.py", line 450, in 
do_execute
2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler     
cursor.execute(statement, parameters)
2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler 
DBError: (psycopg2.ProgrammingError) column "allocations.consumer_id" must 
appear in the GROUP BY clause or be used in an aggregate function
2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler LINE 
2: ...ons.resource_provider_id AS resource_provider_id, allocation...
2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler        
                                                      ^
2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler  [SQL: 
'SELECT resource_providers.id AS resource_provider_id, resource_providers.uuid, 
resource_providers.generation, inventories.resource_class_id, 
inventories.total, inventories.reserved, inventories.allocation_ratio, 
inventories.min_unit, inventories.max_unit, inventories.step_size, usage.used 
\nFROM resource_providers JOIN inventories ON resource_providers.id = 
inventories.resource_provider_id AND inventories.resource_class_id IN 
(%(resource_class_id_1)s, %(resource_class_id_2)s, %(resource_class_id_3)s) 
LEFT OUTER JOIN (SELECT allocations.resource_provider_id AS 
resource_provider_id, allocations.consumer_id AS consumer_id, 
allocations.resource_class_id AS resource_class_id, sum(allocations.used) AS 
used \nFROM allocations \nWHERE allocations.resource_class_id IN 
(%(resource_class_id_4)s, %(resource_class_id_5)s, %(resource_class_id_6)s) 
GROUP BY allocations.resource_provider_id, allocations.resource_class_i
 d) AS usage ON inventories.resource_provider_id = usage.resource_provider_id 
AND inventories.resource_class_id = usage.resource_class_id \nWHERE 
resource_providers.uuid IN (%(uuid_1)s) AND inventories.resource_class_id IN 
(%(resource_class_id_7)s, %(resource_class_id_8)s, %(resource_class_id_9)s)'] 
[parameters: {'uuid_1': '06a38451-1efd-428a-ad55-34f790e1d0ca', 
'resource_class_id_9': 2, 'resource_class_id_8': 1, 'resource_class_id_1': 0, 
'resource_class_id_3': 2, 'resource_class_id_2': 1, 'resource_class_id_5': 1, 
'resource_class_id_4': 0, 'resource_class_id_7': 0, 'resource_class_id_6': 2}]
======

** Affects: nova
     Importance: Undecided
     Assignee: Sean McCully (sean-mccully)
         Status: New

** Changed in: nova
     Assignee: (unassigned) => Sean McCully (sean-mccully)

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https://bugs.launchpad.net/bugs/1662012

Title:
   column "allocations.consumer_id" must appear in the GROUP BY clause
  or be used in an aggregate function

Status in OpenStack Compute (nova):
  New

Bug description:
  1. Nova Placement API with PostgreSQL Database throws
  psycopg2.ProgrammingError requires allocations.consumer_id in group by
  clause

  
  =============
   [SQL: 'SELECT resource_providers.id AS resource_provider_id, 
resource_providers.uuid, resource_providers.generation, 
inventories.resource_class_id, inventories.total, inventories.reserved, 
inventories.allocation_ratio, inventories.min_unit, inventories.max_unit, 
inventories.step_size, usage.used \nFROM resource_providers JOIN inventories ON 
resource_providers.id = inventories.resource_provider_id AND 
inventories.resource_class_id IN (%(resource_class_id_1)s, 
%(resource_class_id_2)s, %(resource_class_id_3)s) LEFT OUTER JOIN (SELECT 
allocations.resource_provider_id AS resource_provider_id, 
allocations.consumer_id AS consumer_id, allocations.resource_class_id AS 
resource_class_id, sum(allocations.used) AS used \nFROM allocations \nWHERE 
allocations.resource_class_id IN (%(resource_class_id_4)s, 
%(resource_class_id_5)s, %(resource_class_id_6)s) GROUP BY 
allocations.resource_provider_id, allocations.resource_class_id) AS usage ON 
inventories.resource_provider_id = usage.resource_provid
 er_id AND inventories.resource_class_id = usage.resource_class_id \nWHERE 
resource_providers.uuid IN (%(uuid_1)s) AND inventories.resource_class_id IN 
(%(resource_class_id_7)s, %(resource_class_id_8)s, %(resource_class_id_9)s)'] 
[parameters: {'uuid_1': '06a38451-1efd-428a-ad55-34f790e1d0ca', 
'resource_class_id_9': 2, 'resource_class_id_8': 1, 'resource_class_id_1': 0, 
'resource_class_id_3': 2, 'resource_class_id_2': 1, 'resource_class_id_5': 1, 
'resource_class_id_4': 0, 'resource_class_id_7': 0, 'resource_class_id_6': 2}]
  2017-02-05 21:27:29.412 11050 ERROR oslo_db.sqlalchemy.exc_filters Traceback 
(most recent call last):
  2017-02-05 21:27:29.412 11050 ERROR oslo_db.sqlalchemy.exc_filters   File 
"/usr/lib/python2.7/site-packages/sqlalchemy/engine/base.py", line 1139, in 
_execute_context
  2017-02-05 21:27:29.412 11050 ERROR oslo_db.sqlalchemy.exc_filters     
context)
  2017-02-05 21:27:29.412 11050 ERROR oslo_db.sqlalchemy.exc_filters   File 
"/usr/lib/python2.7/site-packages/sqlalchemy/engine/default.py", line 450, in 
do_execute
  2017-02-05 21:27:29.412 11050 ERROR oslo_db.sqlalchemy.exc_filters     
cursor.execute(statement, parameters)
  2017-02-05 21:27:29.412 11050 ERROR oslo_db.sqlalchemy.exc_filters 
ProgrammingError: column "allocations.consumer_id" must appear in the GROUP BY 
clause or be used in an aggregate function
  2017-02-05 21:27:29.412 11050 ERROR oslo_db.sqlalchemy.exc_filters LINE 2: 
...ons.resource_provider_id AS resource_provider_id, allocation...
  2017-02-05 21:27:29.412 11050 ERROR oslo_db.sqlalchemy.exc_filters            
                                                  ^
  2017-02-05 21:27:29.412 11050 ERROR oslo_db.sqlalchemy.exc_filters 
  2017-02-05 21:27:29.412 11050 ERROR oslo_db.sqlalchemy.exc_filters 
  2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler 
[req-331f66db-4213-4b5a-92af-062897d7b886 f33df19f53574efdb6019b8cc549519f 
c4302c69d4c74e22a6386002a36b0e04 - default default] Uncaught exception
  2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler 
Traceback (most recent call last):
  2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler   
File 
"/usr/lib/python2.7/site-packages/nova/api/openstack/placement/handler.py", 
line 195, in __call__
  2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler     
return dispatch(environ, start_response, self._map)
  2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler   
File 
"/usr/lib/python2.7/site-packages/nova/api/openstack/placement/handler.py", 
line 122, in dispatch
  2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler     
return handler(environ, start_response)
  2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler   
File "/usr/lib/python2.7/site-packages/webob/dec.py", line 130, in __call__
  2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler     
resp = self.call_func(req, *args, **self.kwargs)
  2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler   
File "/usr/lib/python2.7/site-packages/webob/dec.py", line 195, in call_func
  2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler     
return self.func(req, *args, **kwargs)
  2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler   
File "/usr/lib/python2.7/site-packages/nova/api/openstack/placement/util.py", 
line 133, in decorated_function
  2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler     
return f(req)
  2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler   
File 
"/usr/lib/python2.7/site-packages/nova/api/openstack/placement/handlers/allocation.py",
 line 254, in set_allocations
  2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler     
allocations.create_all()
  2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler   
File "/usr/lib/python2.7/site-packages/nova/objects/resource_provider.py", line 
1185, in create_all
  2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler     
self._set_allocations(self._context, self.objects)
  2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler   
File "/usr/lib/python2.7/site-packages/oslo_db/sqlalchemy/enginefacade.py", 
line 894, in wrapper
  2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler     
return fn(*args, **kwargs)
  2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler   
File "/usr/lib/python2.7/site-packages/nova/objects/resource_provider.py", line 
1147, in _set_allocations
  2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler     
before_gens = _check_capacity_exceeded(conn, allocs)
  2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler   
File "/usr/lib/python2.7/site-packages/nova/objects/resource_provider.py", line 
1012, in _check_capacity_exceeded
  2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler     
records = conn.execute(sel)
  2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler   
File "/usr/lib/python2.7/site-packages/sqlalchemy/engine/base.py", line 914, in 
execute
  2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler     
return meth(self, multiparams, params)
  2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler   
File "/usr/lib/python2.7/site-packages/sqlalchemy/sql/elements.py", line 323, 
in _execute_on_connection
  2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler     
return connection._execute_clauseelement(self, multiparams, params)
  2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler   
File "/usr/lib/python2.7/site-packages/sqlalchemy/engine/base.py", line 1010, 
in _execute_clauseelement
  2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler     
compiled_sql, distilled_params
  2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler   
File "/usr/lib/python2.7/site-packages/sqlalchemy/engine/base.py", line 1146, 
in _execute_context
  2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler     
context)
  2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler   
File "/usr/lib/python2.7/site-packages/sqlalchemy/engine/base.py", line 1337, 
in _handle_dbapi_exception
  2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler     
util.raise_from_cause(newraise, exc_info)
  2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler   
File "/usr/lib/python2.7/site-packages/sqlalchemy/util/compat.py", line 203, in 
raise_from_cause
  2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler     
reraise(type(exception), exception, tb=exc_tb, cause=cause)
  2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler   
File "/usr/lib/python2.7/site-packages/sqlalchemy/engine/base.py", line 1139, 
in _execute_context
  2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler     
context)
  2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler   
File "/usr/lib/python2.7/site-packages/sqlalchemy/engine/default.py", line 450, 
in do_execute
  2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler     
cursor.execute(statement, parameters)
  2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler 
DBError: (psycopg2.ProgrammingError) column "allocations.consumer_id" must 
appear in the GROUP BY clause or be used in an aggregate function
  2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler LINE 
2: ...ons.resource_provider_id AS resource_provider_id, allocation...
  2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler      
                                                        ^
  2017-02-05 21:27:29.414 11050 ERROR nova.api.openstack.placement.handler  
[SQL: 'SELECT resource_providers.id AS resource_provider_id, 
resource_providers.uuid, resource_providers.generation, 
inventories.resource_class_id, inventories.total, inventories.reserved, 
inventories.allocation_ratio, inventories.min_unit, inventories.max_unit, 
inventories.step_size, usage.used \nFROM resource_providers JOIN inventories ON 
resource_providers.id = inventories.resource_provider_id AND 
inventories.resource_class_id IN (%(resource_class_id_1)s, 
%(resource_class_id_2)s, %(resource_class_id_3)s) LEFT OUTER JOIN (SELECT 
allocations.resource_provider_id AS resource_provider_id, 
allocations.consumer_id AS consumer_id, allocations.resource_class_id AS 
resource_class_id, sum(allocations.used) AS used \nFROM allocations \nWHERE 
allocations.resource_class_id IN (%(resource_class_id_4)s, 
%(resource_class_id_5)s, %(resource_class_id_6)s) GROUP BY 
allocations.resource_provider_id, allocations.resource_class
 _id) AS usage ON inventories.resource_provider_id = usage.resource_provider_id 
AND inventories.resource_class_id = usage.resource_class_id \nWHERE 
resource_providers.uuid IN (%(uuid_1)s) AND inventories.resource_class_id IN 
(%(resource_class_id_7)s, %(resource_class_id_8)s, %(resource_class_id_9)s)'] 
[parameters: {'uuid_1': '06a38451-1efd-428a-ad55-34f790e1d0ca', 
'resource_class_id_9': 2, 'resource_class_id_8': 1, 'resource_class_id_1': 0, 
'resource_class_id_3': 2, 'resource_class_id_2': 1, 'resource_class_id_5': 1, 
'resource_class_id_4': 0, 'resource_class_id_7': 0, 'resource_class_id_6': 2}]
  ======

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