def testMixedModeNonOverlappingKey(self):
cluster_spec_1 = server_lib.ClusterSpec(
{"worker": ["worker4:2222", "worker5:2222"]})
cluster_spec_2 = server_lib.ClusterSpec({
"worker": {
3: "worker0:2222",
6: "worker1:2222",
7: "worker2:2222"
}
})
cluster_resolver_1 = SimpleClusterResolver(cluster_spec_1)
cluster_resolver_2 = SimpleClusterResolver(cluster_spec_2)
union_cluster = UnionClusterResolver(cluster_resolver_1,
cluster_resolver_2)
cluster_spec = union_cluster.cluster_spec()
expected_proto = """
job { name: 'worker' tasks { key: 0 value: 'worker4:2222' }
tasks { key: 1 value: 'worker5:2222' }
tasks { key: 3 value: 'worker0:2222' }
tasks { key: 6 value: 'worker1:2222' }
tasks { key: 7 value: 'worker2:2222' }}
"""
self._verifyClusterSpecEquality(cluster_spec, expected_proto)
def testMixedModeNonOverlappingKey(self):
cluster_spec_1 = server_lib.ClusterSpec({
"worker": [
"worker4:2222",
"worker5:2222"
]
})
cluster_spec_2 = server_lib.ClusterSpec({
"worker": {
3: "worker0:2222",
6: "worker1:2222",
7: "worker2:2222"
}
})
cluster_resolver_1 = SimpleClusterResolver(cluster_spec_1)
cluster_resolver_2 = SimpleClusterResolver(cluster_spec_2)
union_cluster = UnionClusterResolver(cluster_resolver_1, cluster_resolver_2)
cluster_spec = union_cluster.cluster_spec()
expected_proto = """
job { name: 'worker' tasks { key: 0 value: 'worker4:2222' }
tasks { key: 1 value: 'worker5:2222' }
tasks { key: 3 value: 'worker0:2222' }
tasks { key: 6 value: 'worker1:2222' }
tasks { key: 7 value: 'worker2:2222' }}
"""
self._verifyClusterSpecEquality(cluster_spec, expected_proto)
def testOverlappingJobMergedClusterResolver(self):
cluster_spec_1 = server_lib.ClusterSpec({
"worker": [
"worker4:2222",
"worker5:2222"
]
})
cluster_spec_2 = server_lib.ClusterSpec({
"worker": [
"worker0:2222",
"worker1:2222",
"worker2:2222"
]
})
cluster_resolver_1 = SimpleClusterResolver(cluster_spec_1)
cluster_resolver_2 = SimpleClusterResolver(cluster_spec_2)
union_cluster = UnionClusterResolver(cluster_resolver_1, cluster_resolver_2)
cluster_spec = union_cluster.cluster_spec()
expected_proto = """
job { name: 'worker' tasks { key: 0 value: 'worker4:2222' }
tasks { key: 1 value: 'worker5:2222' }
tasks { key: 2 value: 'worker0:2222' }
tasks { key: 3 value: 'worker1:2222' }
tasks { key: 4 value: 'worker2:2222' } }
"""
self._verifyClusterSpecEquality(cluster_spec, expected_proto)
def testOverlappingJobMergedClusterResolver(self):
cluster_spec_1 = server_lib.ClusterSpec({
"worker": [
"worker4:2222",
"worker5:2222"
]
})
cluster_spec_2 = server_lib.ClusterSpec({
"worker": [
"worker0:2222",
"worker1:2222",
"worker2:2222"
]
})
cluster_resolver_1 = SimpleClusterResolver(cluster_spec_1)
cluster_resolver_2 = SimpleClusterResolver(cluster_spec_2)
union_cluster = UnionClusterResolver(cluster_resolver_1, cluster_resolver_2)
cluster_spec = union_cluster.cluster_spec()
expected_proto = """
job { name: 'worker' tasks { key: 0 value: 'worker4:2222' }
tasks { key: 1 value: 'worker5:2222' }
tasks { key: 2 value: 'worker0:2222' }
tasks { key: 3 value: 'worker1:2222' }
tasks { key: 4 value: 'worker2:2222' } }
"""
self._verifyClusterSpecEquality(cluster_spec, expected_proto)
def testSingleClusterResolver(self):
base_cluster_spec = server_lib.ClusterSpec({
"ps": ["ps0:2222", "ps1:2222"],
"worker": ["worker0:2222", "worker1:2222", "worker2:2222"]
})
simple_resolver = SimpleClusterResolver(base_cluster_spec)
union_resolver = UnionClusterResolver(simple_resolver)
expected_proto = """
job { name: 'ps' tasks { key: 0 value: 'ps0:2222' }
tasks { key: 1 value: 'ps1:2222' } }
job { name: 'worker' tasks { key: 0 value: 'worker0:2222' }
tasks { key: 1 value: 'worker1:2222' }
tasks { key: 2 value: 'worker2:2222' } }
"""
actual_cluster_spec = union_resolver.cluster_spec()
self._verifyClusterSpecEquality(actual_cluster_spec, expected_proto)
def testSingleClusterResolver(self):
base_cluster_spec = server_lib.ClusterSpec({
"ps": ["ps0:2222", "ps1:2222"],
"worker": ["worker0:2222", "worker1:2222", "worker2:2222"]
})
simple_resolver = SimpleClusterResolver(base_cluster_spec)
union_resolver = UnionClusterResolver(simple_resolver)
expected_proto = """
job { name: 'ps' tasks { key: 0 value: 'ps0:2222' }
tasks { key: 1 value: 'ps1:2222' } }
job { name: 'worker' tasks { key: 0 value: 'worker0:2222' }
tasks { key: 1 value: 'worker1:2222' }
tasks { key: 2 value: 'worker2:2222' } }
"""
actual_cluster_spec = union_resolver.cluster_spec()
self._verifyClusterSpecEquality(actual_cluster_spec, expected_proto)
def testRetainSparseJobWithNoMerging(self):
base_cluster_spec = server_lib.ClusterSpec({
"worker": {
1: "worker0:2222",
3: "worker1:2222",
5: "worker2:2222"
}
})
base_cluster_resolver = SimpleClusterResolver(base_cluster_spec)
union_cluster = UnionClusterResolver(base_cluster_resolver)
cluster_spec = union_cluster.cluster_spec()
expected_proto = """
job { name: 'worker' tasks { key: 1 value: 'worker0:2222' }
tasks { key: 3 value: 'worker1:2222' }
tasks { key: 5 value: 'worker2:2222' } }
"""
self._verifyClusterSpecEquality(cluster_spec, expected_proto)
def testRetainSparseJobWithNoMerging(self):
base_cluster_spec = server_lib.ClusterSpec({
"worker": {
1: "worker0:2222",
3: "worker1:2222",
5: "worker2:2222"
}
})
base_cluster_resolver = SimpleClusterResolver(base_cluster_spec)
union_cluster = UnionClusterResolver(base_cluster_resolver)
cluster_spec = union_cluster.cluster_spec()
expected_proto = """
job { name: 'worker' tasks { key: 1 value: 'worker0:2222' }
tasks { key: 3 value: 'worker1:2222' }
tasks { key: 5 value: 'worker2:2222' } }
"""
self._verifyClusterSpecEquality(cluster_spec, expected_proto)
def testUnionMultipleInstanceRetrieval(self):
worker1_name_to_ip = [
{
'name': 'instance1',
'ip': '10.1.2.3'
},
{
'name': 'instance2',
'ip': '10.2.3.4'
},
{
'name': 'instance3',
'ip': '10.3.4.5'
},
]
worker2_name_to_ip = [
{
'name': 'instance4',
'ip': '10.4.5.6'
},
{
'name': 'instance5',
'ip': '10.5.6.7'
},
{
'name': 'instance6',
'ip': '10.6.7.8'
},
]
ps_name_to_ip = [
{
'name': 'ps1',
'ip': '10.100.1.2'
},
{
'name': 'ps2',
'ip': '10.100.2.3'
},
]
worker1_gce_cluster_resolver = GceClusterResolver(
project='test-project',
zone='us-east1-d',
instance_group='test-instance-group',
task_type='worker',
port=8470,
credentials=None,
service=self.gen_standard_mock_service_client(worker1_name_to_ip))
worker2_gce_cluster_resolver = GceClusterResolver(
project='test-project',
zone='us-east1-d',
instance_group='test-instance-group',
task_type='worker',
port=8470,
credentials=None,
service=self.gen_standard_mock_service_client(worker2_name_to_ip))
ps_gce_cluster_resolver = GceClusterResolver(
project='test-project',
zone='us-east1-d',
instance_group='test-instance-group',
task_type='ps',
port=2222,
credentials=None,
service=self.gen_standard_mock_service_client(ps_name_to_ip))
union_cluster_resolver = UnionClusterResolver(
worker1_gce_cluster_resolver, worker2_gce_cluster_resolver,
ps_gce_cluster_resolver)
actual_cluster_spec = union_cluster_resolver.cluster_spec()
expected_proto = """
job { name: 'ps' tasks { key: 0 value: '10.100.1.2:2222' }
tasks { key: 1 value: '10.100.2.3:2222' } }
job { name: 'worker' tasks { key: 0 value: '10.1.2.3:8470' }
tasks { key: 1 value: '10.2.3.4:8470' }
tasks { key: 2 value: '10.3.4.5:8470' }
tasks { key: 3 value: '10.4.5.6:8470' }
tasks { key: 4 value: '10.5.6.7:8470' }
tasks { key: 5 value: '10.6.7.8:8470' } }
"""
self._verifyClusterSpecEquality(actual_cluster_spec, expected_proto)
def testUnionMultipleInstanceRetrieval(self):
worker1_name_to_ip = [
{'name': 'instance1', 'ip': '10.1.2.3'},
{'name': 'instance2', 'ip': '10.2.3.4'},
{'name': 'instance3', 'ip': '10.3.4.5'},
]
worker2_name_to_ip = [
{'name': 'instance4', 'ip': '10.4.5.6'},
{'name': 'instance5', 'ip': '10.5.6.7'},
{'name': 'instance6', 'ip': '10.6.7.8'},
]
ps_name_to_ip = [
{'name': 'ps1', 'ip': '10.100.1.2'},
{'name': 'ps2', 'ip': '10.100.2.3'},
]
worker1_gce_cluster_resolver = GceClusterResolver(
project='test-project',
zone='us-east1-d',
instance_group='test-instance-group',
task_type='worker',
port=8470,
credentials=None,
service=self.gen_standard_mock_service_client(worker1_name_to_ip))
worker2_gce_cluster_resolver = GceClusterResolver(
project='test-project',
zone='us-east1-d',
instance_group='test-instance-group',
task_type='worker',
port=8470,
credentials=None,
service=self.gen_standard_mock_service_client(worker2_name_to_ip))
ps_gce_cluster_resolver = GceClusterResolver(
project='test-project',
zone='us-east1-d',
instance_group='test-instance-group',
task_type='ps',
port=2222,
credentials=None,
service=self.gen_standard_mock_service_client(ps_name_to_ip))
union_cluster_resolver = UnionClusterResolver(worker1_gce_cluster_resolver,
worker2_gce_cluster_resolver,
ps_gce_cluster_resolver)
actual_cluster_spec = union_cluster_resolver.cluster_spec()
expected_proto = """
job { name: 'ps' tasks { key: 0 value: '10.100.1.2:2222' }
tasks { key: 1 value: '10.100.2.3:2222' } }
job { name: 'worker' tasks { key: 0 value: '10.1.2.3:8470' }
tasks { key: 1 value: '10.2.3.4:8470' }
tasks { key: 2 value: '10.3.4.5:8470' }
tasks { key: 3 value: '10.4.5.6:8470' }
tasks { key: 4 value: '10.5.6.7:8470' }
tasks { key: 5 value: '10.6.7.8:8470' } }
"""
self._verifyClusterSpecEquality(actual_cluster_spec, expected_proto)