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allocation_algorithm_test.py
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allocation_algorithm_test.py
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import pprint
import requests
for solver_type in [
"NeptuneMinDelayAndUtilization",
# "NeptuneMinDelay",
# "NeptuneMinUtilization",
# "VSVBP",
# "Criticality",
# "CriticalityHeuristic",
# "MCF"
]:
# solver_type = "NeptuneMinDelayAndUtilization"
inputs = [
# Simplest input
# One node, one function
# No function allocated
{
"solver": {
"type": solver_type,
"args": {"alpha": 0.0, "verbose": False}
},
"with_db": False,
"cpu_coeff": 1,
"community": "community-test",
"namespace": "namespace-test",
"node_names": [
"node_a"
],
"node_memories": [
100
],
"node_cores": [
100
],
"gpu_node_names": [],
"gpu_node_memories": [],
"function_names": [
"ns/fn_1"
],
"function_memories": [
10
],
"function_max_delays": [
100
],
"gpu_function_names": [],
"gpu_function_memories": [],
"actual_cpu_allocations": {
"ns/fn_1": {},
},
"actual_gpu_allocations": {
}
},
# Simplest input
# One node, one function
# The function was already allocated
{
"solver": {
"type": solver_type,
"args": {"alpha": 0.0, "verbose": False}
},
"community": "community-test",
"namespace": "namespace-test",
"node_names": [
"node_a"
],
"node_memories": [
100
],
"node_cores": [
100
],
"gpu_node_names": [],
"gpu_node_memories": [],
"function_names": [
"ns/fn_1"
],
"function_memories": [
10
],
"function_max_delays": [
100
],
"gpu_function_names": [],
"gpu_function_memories": [],
"actual_cpu_allocations": {
"ns/fn_1": {
"node_a": True,
},
},
"actual_gpu_allocations": {
}
},
# Simplest input
# One node, two functions
# Both of them were not allocated
{
"solver": {
"type": solver_type,
"args": {"alpha": 0.0, "verbose": False}
},
"community": "community-test",
"namespace": "namespace-test",
"node_names": [
"node_a"
],
"node_memories": [
100
],
"node_cores": [
100
],
"gpu_node_names": [],
"gpu_node_memories": [],
"function_names": [
"ns/fn_1", "ns/fn_2"
],
"function_memories": [
10, 10
],
"function_max_delays": [
100, 100
],
"gpu_function_names": [],
"gpu_function_memories": [],
"actual_cpu_allocations": {
},
"actual_gpu_allocations": {
}
},
# Simplest input
# One node, two functions
# Only one of them is allocated
{
"solver": {
"type": solver_type,
"args": {"alpha": 0.0, "verbose": False}
},
"community": "community-test",
"namespace": "namespace-test",
"node_names": [
"node_a"
],
"node_memories": [
100
],
"node_cores": [
100
],
"gpu_node_names": [],
"gpu_node_memories": [],
"function_names": [
"ns/fn_1", "ns/fn_2"
],
"function_memories": [
10, 10
],
"function_max_delays": [
100, 100
],
"gpu_function_names": [],
"gpu_function_memories": [],
"actual_cpu_allocations": {
"ns/fn_1": {
"node_a": True,
},
},
"actual_gpu_allocations": {
}
},
# Simplest input
# One node, two functions
# Both of them were allocated
{
"solver": {
"type": solver_type,
"args": {"alpha": 0.0, "verbose": False}
},
"community": "community-test",
"namespace": "namespace-test",
"node_names": [
"node_a"
],
"node_memories": [
100
],
"node_cores": [
100
],
"gpu_node_names": [],
"gpu_node_memories": [],
"function_names": [
"ns/fn_1", "ns/fn_2"
],
"function_memories": [
10, 10
],
"function_max_delays": [
100, 100
],
"gpu_function_names": [],
"gpu_function_memories": [],
"actual_cpu_allocations": {
"ns/fn_1": {
"node_a": True,
},
"ns/fn_2": {
"node_a": True,
},
},
"actual_gpu_allocations": {
}
},
# Many node, many functions
# None of them were allocated
{
"solver": {
"type": solver_type,
"args": {"alpha": 0.0, "verbose": False}
},
"community": "community-test",
"namespace": "namespace-test",
"node_names": [f"node_{i}" for i in range(20)],
"node_memories": [100 for i in range(20)],
"node_cores": [100 for i in range(20)],
"gpu_node_names": [],
"gpu_node_memories": [],
"function_names": [f"ns/fn_{i}" for i in range(5)],
"function_memories": [10 for i in range(5)],
"function_max_delays": [100 for i in range(5)],
"gpu_function_names": [],
"gpu_function_memories": [],
"actual_cpu_allocations": {
},
"actual_gpu_allocations": {
}
},
# Many node, many functions
# All of them were allocated
{
"solver": {
"type": solver_type,
"args": {"alpha": 0.0, "verbose": False}
},
"community": "community-test",
"namespace": "namespace-test",
"node_names": [f"node_{i}" for i in range(20)],
"node_memories": [100 for i in range(20)],
"node_cores": [100 for i in range(20)],
"gpu_node_names": [],
"gpu_node_memories": [],
"function_names": [f"ns/fn_{i}" for i in range(5)],
"function_memories": [10 for i in range(5)],
"function_max_delays": [100 for i in range(5)],
"gpu_function_names": [],
"gpu_function_memories": [],
"actual_cpu_allocations": {
"ns/fn_0": {
"node_1": True,
},
"ns/fn_1": {
"node_1": True,
},
"ns/fn_2": {
"node_1": True,
},
"ns/fn_3": {
"node_1": True,
},
"ns/fn_4": {
"node_1": True,
},
},
"actual_gpu_allocations": {
}
},
]
for input_request in inputs:
response = requests.request(method='get', url="http://localhost:5000/", json=input_request)
pprint.pprint(response.json())