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UvA
CONF
Commits
29a7b31f
Commit
29a7b31f
authored
Oct 22, 2019
by
Spiros Koulouzis
Browse files
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Plain Diff
set min number of VMs based on the swarm default workers and masters
parent
8760f131
Changes
5
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5 changed files
with
116 additions
and
36 deletions
+116
-36
workspace.xml
drip_planner2/.idea/workspace.xml
+16
-19
planner.py
drip_planner2/src/planner/planner.py
+19
-2
simple_spec_alayzer.py
drip_planner2/src/planner/simple_spec_alayzer.py
+50
-3
rpc_server.py
drip_planner2/src/rpc_server.py
+3
-4
tosca.py
drip_planner2/src/utils/tosca.py
+28
-8
No files found.
drip_planner2/.idea/workspace.xml
View file @
29a7b31f
...
@@ -7,7 +7,6 @@
...
@@ -7,7 +7,6 @@
<change
beforePath=
"$PROJECT_DIR$/.idea/workspace.xml"
beforeDir=
"false"
afterPath=
"$PROJECT_DIR$/.idea/workspace.xml"
afterDir=
"false"
/>
<change
beforePath=
"$PROJECT_DIR$/.idea/workspace.xml"
beforeDir=
"false"
afterPath=
"$PROJECT_DIR$/.idea/workspace.xml"
afterDir=
"false"
/>
<change
beforePath=
"$PROJECT_DIR$/src/planner/planner.py"
beforeDir=
"false"
afterPath=
"$PROJECT_DIR$/src/planner/planner.py"
afterDir=
"false"
/>
<change
beforePath=
"$PROJECT_DIR$/src/planner/planner.py"
beforeDir=
"false"
afterPath=
"$PROJECT_DIR$/src/planner/planner.py"
afterDir=
"false"
/>
<change
beforePath=
"$PROJECT_DIR$/src/planner/simple_spec_alayzer.py"
beforeDir=
"false"
afterPath=
"$PROJECT_DIR$/src/planner/simple_spec_alayzer.py"
afterDir=
"false"
/>
<change
beforePath=
"$PROJECT_DIR$/src/planner/simple_spec_alayzer.py"
beforeDir=
"false"
afterPath=
"$PROJECT_DIR$/src/planner/simple_spec_alayzer.py"
afterDir=
"false"
/>
<change
beforePath=
"$PROJECT_DIR$/src/planner/specification_analyzer.py"
beforeDir=
"false"
afterPath=
"$PROJECT_DIR$/src/planner/specification_analyzer.py"
afterDir=
"false"
/>
<change
beforePath=
"$PROJECT_DIR$/src/rpc_server.py"
beforeDir=
"false"
afterPath=
"$PROJECT_DIR$/src/rpc_server.py"
afterDir=
"false"
/>
<change
beforePath=
"$PROJECT_DIR$/src/rpc_server.py"
beforeDir=
"false"
afterPath=
"$PROJECT_DIR$/src/rpc_server.py"
afterDir=
"false"
/>
<change
beforePath=
"$PROJECT_DIR$/src/utils/tosca.py"
beforeDir=
"false"
afterPath=
"$PROJECT_DIR$/src/utils/tosca.py"
afterDir=
"false"
/>
<change
beforePath=
"$PROJECT_DIR$/src/utils/tosca.py"
beforeDir=
"false"
afterPath=
"$PROJECT_DIR$/src/utils/tosca.py"
afterDir=
"false"
/>
</list>
</list>
...
@@ -212,7 +211,14 @@
...
@@ -212,7 +211,14 @@
<option
name=
"project"
value=
"LOCAL"
/>
<option
name=
"project"
value=
"LOCAL"
/>
<updated>
1571415019998
</updated>
<updated>
1571415019998
</updated>
</task>
</task>
<option
name=
"localTasksCounter"
value=
"14"
/>
<task
id=
"LOCAL-00014"
summary=
"set default properties"
>
<created>
1571677538860
</created>
<option
name=
"number"
value=
"00014"
/>
<option
name=
"presentableId"
value=
"LOCAL-00014"
/>
<option
name=
"project"
value=
"LOCAL"
/>
<updated>
1571677538860
</updated>
</task>
<option
name=
"localTasksCounter"
value=
"15"
/>
<servers
/>
<servers
/>
</component>
</component>
<component
name=
"Vcs.Log.Tabs.Properties"
>
<component
name=
"Vcs.Log.Tabs.Properties"
>
...
@@ -241,7 +247,8 @@
...
@@ -241,7 +247,8 @@
<MESSAGE
value=
"added libs in setup"
/>
<MESSAGE
value=
"added libs in setup"
/>
<MESSAGE
value=
"fixed invalid type"
/>
<MESSAGE
value=
"fixed invalid type"
/>
<MESSAGE
value=
"added comments"
/>
<MESSAGE
value=
"added comments"
/>
<option
name=
"LAST_COMMIT_MESSAGE"
value=
"added comments"
/>
<MESSAGE
value=
"set default properties"
/>
<option
name=
"LAST_COMMIT_MESSAGE"
value=
"set default properties"
/>
</component>
</component>
<component
name=
"XDebuggerManager"
>
<component
name=
"XDebuggerManager"
>
<breakpoint-manager>
<breakpoint-manager>
...
@@ -253,28 +260,18 @@
...
@@ -253,28 +260,18 @@
</line-breakpoint>
</line-breakpoint>
<line-breakpoint
enabled=
"true"
suspend=
"THREAD"
type=
"python-line"
>
<line-breakpoint
enabled=
"true"
suspend=
"THREAD"
type=
"python-line"
>
<url>
file://$PROJECT_DIR$/src/utils/tosca.py
</url>
<url>
file://$PROJECT_DIR$/src/utils/tosca.py
</url>
<line>
2
0
</line>
<line>
2
1
</line>
<option
name=
"timeStamp"
value=
"128"
/>
<option
name=
"timeStamp"
value=
"128"
/>
</line-breakpoint>
</line-breakpoint>
<line-breakpoint
enabled=
"true"
suspend=
"THREAD"
type=
"python-line"
>
<line-breakpoint
enabled=
"true"
suspend=
"THREAD"
type=
"python-line"
>
<url>
file://$PROJECT_DIR$/src/
planner/plann
er.py
</url>
<url>
file://$PROJECT_DIR$/src/
rpc_serv
er.py
</url>
<line>
1
73
</line>
<line>
1
17
</line>
<option
name=
"timeStamp"
value=
"2
18
"
/>
<option
name=
"timeStamp"
value=
"2
55
"
/>
</line-breakpoint>
</line-breakpoint>
<line-breakpoint
enabled=
"true"
suspend=
"THREAD"
type=
"python-line"
>
<line-breakpoint
enabled=
"true"
suspend=
"THREAD"
type=
"python-line"
>
<url>
file://$PROJECT_DIR$/src/
planner/simple_spec_alayz
er.py
</url>
<url>
file://$PROJECT_DIR$/src/
utils/TOSCA_pars
er.py
</url>
<line>
67
</line>
<line>
67
</line>
<option
name=
"timeStamp"
value=
"293"
/>
<option
name=
"timeStamp"
value=
"256"
/>
</line-breakpoint>
<line-breakpoint
enabled=
"true"
suspend=
"THREAD"
type=
"python-line"
>
<url>
file://$PROJECT_DIR$/src/planner/simple_spec_alayzer.py
</url>
<line>
68
</line>
<option
name=
"timeStamp"
value=
"294"
/>
</line-breakpoint>
<line-breakpoint
enabled=
"true"
suspend=
"THREAD"
type=
"python-line"
>
<url>
file://$PROJECT_DIR$/src/planner/simple_spec_alayzer.py
</url>
<line>
88
</line>
<option
name=
"timeStamp"
value=
"295"
/>
</line-breakpoint>
</line-breakpoint>
</breakpoints>
</breakpoints>
<default-breakpoints>
<default-breakpoints>
...
...
drip_planner2/src/planner/planner.py
View file @
29a7b31f
...
@@ -38,13 +38,30 @@ class Planner:
...
@@ -38,13 +38,30 @@ class Planner:
# Get root performance, version requirements and set specs to required node
# Get root performance, version requirements and set specs to required node
specification_analyzer
=
SimpleAnalyzer
(
self
.
tosca_template
)
specification_analyzer
=
SimpleAnalyzer
(
self
.
tosca_template
)
nodes_with_new_specifications
=
specification_analyzer
.
set_node_specifications
()
nodes_with_new_specifications
=
specification_analyzer
.
set_node_specifications
()
for
new_spec_node
in
nodes_with_new_specifications
:
for
new_spec_node
in
nodes_with_new_specifications
:
logging
.
info
(
'new_spec_node.name : '
+
new_spec_node
.
name
)
for
index
,
node_in_temple
in
enumerate
(
self
.
tosca_template
.
nodetemplates
):
for
index
,
node_in_temple
in
enumerate
(
self
.
tosca_template
.
nodetemplates
):
if
new_spec_node
.
name
==
node_in_temple
.
name
:
if
new_spec_node
.
name
==
node_in_temple
.
name
:
self
.
tosca_template
.
nodetemplates
[
index
]
=
new_spec_node
self
.
tosca_template
.
nodetemplates
[
index
]
=
new_spec_node
break
specification_analyzer
=
SimpleAnalyzer
(
self
.
tosca_template
)
nodes_with_new_relationship_occurrences
=
specification_analyzer
.
set_relationship_occurrences
()
nodes_with_new_relationship_occurrences
=
specification_analyzer
.
set_relationship_occurrences
()
added_node_names
=
[]
for
new_spec_occurrences
in
nodes_with_new_relationship_occurrences
:
for
index
,
node_in_temple
in
enumerate
(
self
.
tosca_template
.
nodetemplates
):
if
new_spec_occurrences
.
name
==
node_in_temple
.
name
:
added_node_names
.
append
(
new_spec_occurrences
.
name
)
self
.
tosca_template
.
nodetemplates
[
index
]
=
new_spec_occurrences
break
for
new_spec_occurrences
in
nodes_with_new_relationship_occurrences
:
if
new_spec_occurrences
.
name
not
in
added_node_names
:
self
.
tosca_template
.
nodetemplates
.
append
(
new_spec_occurrences
)
return
self
.
tosca_template
def
get_node_template_property
(
self
,
prop_key
,
node_prop_dict
):
def
get_node_template_property
(
self
,
prop_key
,
node_prop_dict
):
prop_value
=
self
.
spec_service
.
get_property
(
prop_key
)
prop_value
=
self
.
spec_service
.
get_property
(
prop_key
)
if
prop_value
:
if
prop_value
:
...
@@ -66,7 +83,7 @@ class Planner:
...
@@ -66,7 +83,7 @@ class Planner:
for
node
in
self
.
tosca_template
.
nodetemplates
:
for
node
in
self
.
tosca_template
.
nodetemplates
:
logging
.
info
(
'Resolving requirements for: '
+
node
.
name
)
logging
.
info
(
'Resolving requirements for: '
+
node
.
name
)
self
.
add_required_nodes
(
node
)
self
.
add_required_nodes
(
node
)
return
self
.
required_nodes
return
self
.
add_required_nodes_to_template
(
self
.
required_nodes
)
def
add_required_nodes
(
self
,
node
):
def
add_required_nodes
(
self
,
node
):
"""Adds the required nodes in self.required_nodes for an input node."""
"""Adds the required nodes in self.required_nodes for an input node."""
...
...
drip_planner2/src/planner/simple_spec_alayzer.py
View file @
29a7b31f
import
copy
from
toscaparser.nodetemplate
import
NodeTemplate
from
toscaparser.nodetemplate
import
NodeTemplate
from
toscaparser.properties
import
Property
from
toscaparser.properties
import
Property
...
@@ -13,7 +15,49 @@ class SimpleAnalyzer(SpecificationAnalyzer):
...
@@ -13,7 +15,49 @@ class SimpleAnalyzer(SpecificationAnalyzer):
super
(
SimpleAnalyzer
,
self
)
.
__init__
(
tosca_template
)
super
(
SimpleAnalyzer
,
self
)
.
__init__
(
tosca_template
)
def
set_relationship_occurrences
(
self
):
def
set_relationship_occurrences
(
self
):
return
None
return_nodes
=
[]
# nodes_with_occurrences_in_requirements = tosca_util.get_nodes_with_occurrences_in_requirements(
# self.tosca_template.nodetemplates)
orchestrator_nodes
=
tosca_util
.
get_nodes_by_type
(
'tosca.nodes.ARTICONF.Orchestrator'
,
self
.
tosca_template
.
nodetemplates
,
self
.
all_node_types
,
self
.
all_custom_def
)
min_num_of_vm
=
orchestrator_nodes
[
0
]
.
get_property_value
(
'masters_num'
)
min_num_of_vm
+=
orchestrator_nodes
[
0
]
.
get_property_value
(
'workers_num'
)
topology_nodes
=
tosca_util
.
get_nodes_by_type
(
'tosca.nodes.ARTICONF.VM.topology'
,
self
.
tosca_template
.
nodetemplates
,
self
.
all_node_types
,
self
.
all_custom_def
)
# for requirement in topology_nodes[0].requirements:
# requirement_dict = requirement[next(iter(requirement))]
# if requirement_dict['capability'] == 'tosca.capabilities.ARTICONF.VM':
# requirement_dict['occurrences'] = min_num_of_vm
vm_nodes
=
tosca_util
.
get_nodes_by_type
(
'tosca.nodes.ARTICONF.VM.Compute'
,
self
.
tosca_template
.
nodetemplates
,
self
.
all_node_types
,
self
.
all_custom_def
)
for
i
in
range
(
len
(
vm_nodes
),
min_num_of_vm
):
old_vm_name
=
vm_nodes
[
0
]
.
name
new_vm
=
copy
.
deepcopy
(
vm_nodes
[
0
])
new_vm_name
=
new_vm
.
name
+
'_'
+
str
(
i
)
new_vm
.
name
=
new_vm_name
templates
=
new_vm
.
templates
.
pop
(
old_vm_name
)
new_vm
.
templates
[
new_vm_name
]
=
templates
return_nodes
.
append
(
new_vm
)
for
requirement
in
topology_nodes
[
0
]
.
requirements
:
requirement_key
=
next
(
iter
(
requirement
))
requirement_value
=
requirement
[
requirement_key
]
if
requirement_value
[
'capability'
]
==
'tosca.capabilities.ARTICONF.VM'
:
new_requirement
=
copy
.
deepcopy
(
requirement
)
new_requirement
[
requirement_key
][
'node'
]
=
new_vm
.
name
topology_nodes
[
0
]
.
requirements
.
append
(
new_requirement
)
return_nodes
.
append
(
topology_nodes
[
0
])
break
return
return_nodes
def
set_node_specifications
(
self
):
def
set_node_specifications
(
self
):
nodes_to_implement_policies
=
self
.
get_nodes_to_implement_policy
()
nodes_to_implement_policies
=
self
.
get_nodes_to_implement_policy
()
...
@@ -65,7 +109,9 @@ class SimpleAnalyzer(SpecificationAnalyzer):
...
@@ -65,7 +109,9 @@ class SimpleAnalyzer(SpecificationAnalyzer):
affected_node
.
templates
[
next
(
iter
(
affected_node
.
templates
))][
'properties'
]
=
default_properties
affected_node
.
templates
[
next
(
iter
(
affected_node
.
templates
))][
'properties'
]
=
default_properties
else
:
else
:
for
prop_name
in
affected_node
.
templates
[
next
(
iter
(
affected_node
.
templates
))][
'properties'
]:
for
prop_name
in
affected_node
.
templates
[
next
(
iter
(
affected_node
.
templates
))][
'properties'
]:
if
'required'
in
affected_node
.
templates
[
next
(
iter
(
affected_node
.
templates
))][
'properties'
][
prop_name
]
and
'type'
in
affected_node
.
templates
[
next
(
iter
(
affected_node
.
templates
))][
'properties'
][
prop_name
]:
if
'required'
in
affected_node
.
templates
[
next
(
iter
(
affected_node
.
templates
))][
'properties'
][
prop_name
]
and
'type'
in
\
affected_node
.
templates
[
next
(
iter
(
affected_node
.
templates
))][
'properties'
][
prop_name
]:
# del affected_node.templates[next(iter(affected_node.templates))]['properties'][prop_name]
# del affected_node.templates[next(iter(affected_node.templates))]['properties'][prop_name]
affected_node
.
templates
[
next
(
iter
(
affected_node
.
templates
))][
'properties'
][
prop_name
]
=
None
affected_node
.
templates
[
next
(
iter
(
affected_node
.
templates
))][
'properties'
][
prop_name
]
=
None
affected_node
.
templates
[
next
(
iter
(
affected_node
.
templates
))][
'properties'
]
.
update
(
default_properties
)
affected_node
.
templates
[
next
(
iter
(
affected_node
.
templates
))][
'properties'
]
.
update
(
default_properties
)
...
@@ -86,7 +132,8 @@ class SimpleAnalyzer(SpecificationAnalyzer):
...
@@ -86,7 +132,8 @@ class SimpleAnalyzer(SpecificationAnalyzer):
return
affected_node
return
affected_node
def
get_defult_value
(
self
,
node_property
):
def
get_defult_value
(
self
,
node_property
):
if
isinstance
(
node_property
.
value
,
dict
)
and
'required'
in
node_property
.
value
and
'type'
in
node_property
.
value
:
if
isinstance
(
node_property
.
value
,
dict
)
and
'required'
in
node_property
.
value
and
'type'
in
node_property
.
value
:
if
node_property
.
value
[
'required'
]:
if
node_property
.
value
[
'required'
]:
default_prop
=
{}
default_prop
=
{}
if
'default'
in
node_property
.
value
:
if
'default'
in
node_property
.
value
:
...
...
drip_planner2/src/rpc_server.py
View file @
29a7b31f
...
@@ -113,10 +113,9 @@ if __name__ == "__main__":
...
@@ -113,10 +113,9 @@ if __name__ == "__main__":
conf
=
{
'url'
:
"http://host"
}
conf
=
{
'url'
:
"http://host"
}
spec_service
=
SpecService
(
conf
)
spec_service
=
SpecService
(
conf
)
test_planner
=
Planner
(
tosca_file_path
,
spec_service
)
test_planner
=
Planner
(
tosca_file_path
,
spec_service
)
test_planner_required_nodes
=
test_planner
.
resolve_requirements
()
tosca_template
=
test_planner
.
resolve_requirements
()
test_planner
.
add_required_nodes_to_template
(
test_planner_required_nodes
)
tosca_template
=
test_planner
.
set_infrastructure_specifications
()
test_planner_required_nodes
=
test_planner
.
set_infrastructure_specifications
()
template
=
tosca_util
.
get_tosca_template_2_topology_template
(
tosca_template
)
template
=
tosca_util
.
get_tosca_template_2_topology_template
(
test_planner
.
tosca_template
)
logger
.
info
(
"template ----:
\n
"
+
template
)
logger
.
info
(
"template ----:
\n
"
+
template
)
else
:
else
:
logger
.
info
(
"Input args: "
+
sys
.
argv
[
0
]
+
' '
+
sys
.
argv
[
1
]
+
' '
+
sys
.
argv
[
2
])
logger
.
info
(
"Input args: "
+
sys
.
argv
[
0
]
+
' '
+
sys
.
argv
[
1
]
+
' '
+
sys
.
argv
[
2
])
...
...
drip_planner2/src/utils/tosca.py
View file @
29a7b31f
import
copy
import
copy
from
itertools
import
chain
from
itertools
import
chain
from
toscaparser
import
tosca_template
from
toscaparser.elements.nodetype
import
NodeType
from
toscaparser.elements.nodetype
import
NodeType
from
toscaparser.nodetemplate
import
NodeTemplate
from
toscaparser.nodetemplate
import
NodeTemplate
...
@@ -12,7 +13,7 @@ node_type_key_names_to_remove = ['capabilities', 'derived_from']
...
@@ -12,7 +13,7 @@ node_type_key_names_to_remove = ['capabilities', 'derived_from']
def
get_node_type_name
(
node
):
def
get_node_type_name
(
node
):
"""Returns
the requirements for an input node as described in the template not in the node's definition
"""
"""Returns
the node's type name as string
"""
if
isinstance
(
node
,
NodeTemplate
):
if
isinstance
(
node
,
NodeTemplate
):
if
node
.
type
:
if
node
.
type
:
if
node
.
type
and
isinstance
(
node
.
type
,
str
):
if
node
.
type
and
isinstance
(
node
.
type
,
str
):
...
@@ -49,6 +50,7 @@ def get_parent_type(node):
...
@@ -49,6 +50,7 @@ def get_parent_type(node):
def
get_node_type_requirements
(
type_name
,
all_nodes
):
def
get_node_type_requirements
(
type_name
,
all_nodes
):
"""Returns the requirements for an input node as described in the template not in the node's definition """
def_type
=
all_nodes
[
type_name
]
def_type
=
all_nodes
[
type_name
]
if
'requirements'
in
def_type
.
keys
():
if
'requirements'
in
def_type
.
keys
():
return
def_type
[
'requirements'
]
return
def_type
[
'requirements'
]
...
@@ -119,9 +121,9 @@ def get_tosca_template_2_topology_template(template):
...
@@ -119,9 +121,9 @@ def get_tosca_template_2_topology_template(template):
tp
=
TOSCAParser
()
tp
=
TOSCAParser
()
yaml_str
=
tp
.
tosca_template2_yaml
(
template
)
yaml_str
=
tp
.
tosca_template2_yaml
(
template
)
tosca_template_dict
=
yaml
.
load
(
yaml_str
,
Loader
=
yaml
.
FullLoader
)
tosca_template_dict
=
yaml
.
load
(
yaml_str
,
Loader
=
yaml
.
FullLoader
)
tosca_template
=
tosca_template_dict
[
'tosca_template'
]
t
his_t
osca_template
=
tosca_template_dict
[
'tosca_template'
]
tosca_template_dict
.
pop
(
'tosca_template'
)
tosca_template_dict
.
pop
(
'tosca_template'
)
tosca_template_dict
[
'topology_template'
]
=
tosca_template
tosca_template_dict
[
'topology_template'
]
=
t
his_t
osca_template
if
template
.
policies
and
'policies'
not
in
tosca_template_dict
[
'topology_template'
]:
if
template
.
policies
and
'policies'
not
in
tosca_template_dict
[
'topology_template'
]:
policies_list
=
[]
policies_list
=
[]
...
@@ -155,18 +157,25 @@ def set_node_properties(node, properties):
...
@@ -155,18 +157,25 @@ def set_node_properties(node, properties):
return
node
return
node
def
get_node_by_type
(
node_type
,
all_nodes
):
def
get_nodes_by_type
(
node_type
,
nodes
,
all_node_types
,
all_custom_def
):
return
all_nodes
[
node_type
]
nodes_by_type
=
[]
for
node
in
nodes
:
if
node
.
type
==
node_type
:
nodes_by_type
.
append
(
node
)
break
elif
node_type
in
get_all_ancestors_types
(
node
,
all_node_types
,
all_custom_def
):
nodes_by_type
.
append
(
node
)
return
nodes_by_type
def
get_all_ancestors_types
(
child_node
,
all_nodes
,
all_custom_def
,
ancestors_types
=
None
):
def
get_all_ancestors_types
(
child_node
,
all_node
_type
s
,
all_custom_def
,
ancestors_types
=
None
):
if
not
ancestors_types
:
if
not
ancestors_types
:
ancestors_types
=
[
get_node_type_name
(
child_node
)]
ancestors_types
=
[
get_node_type_name
(
child_node
)]
parent_type
=
get_parent_type
(
child_node
)
parent_type
=
get_parent_type
(
child_node
)
if
parent_type
:
if
parent_type
:
ancestors_types
.
append
(
parent_type
)
ancestors_types
.
append
(
parent_type
)
parent_type
=
node_type_2_node_template
({
'name'
:
all_nodes
[
parent_type
]},
all_custom_def
)
parent_type
=
node_type_2_node_template
({
'name'
:
all_node
_type
s
[
parent_type
]},
all_custom_def
)
get_all_ancestors_types
(
parent_type
,
all_nodes
,
all_custom_def
,
ancestors_types
)
get_all_ancestors_types
(
parent_type
,
all_node
_type
s
,
all_custom_def
,
ancestors_types
)
return
ancestors_types
return
ancestors_types
...
@@ -191,3 +200,14 @@ def get_all_ancestors_properties(node, all_nodes, all_custom_def, ancestors_prop
...
@@ -191,3 +200,14 @@ def get_all_ancestors_properties(node, all_nodes, all_custom_def, ancestors_prop
ancestors_properties
.
append
(
ancestor_prop
)
ancestors_properties
.
append
(
ancestor_prop
)
return
ancestors_properties
return
ancestors_properties
def
get_nodes_with_occurrences_in_requirements
(
topology_nodes
):
nodes_with_occurrences_in_requirement
=
[]
for
node
in
topology_nodes
:
for
requirement
in
node
.
requirements
:
requirement_dict
=
requirement
[
next
(
iter
(
requirement
))]
if
'occurrences'
in
requirement_dict
:
nodes_with_occurrences_in_requirement
.
append
(
node
)
break
return
nodes_with_occurrences_in_requirement
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