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joey changes on new types
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ramsrivatsak committed Oct 24, 2023
1 parent 8a0e67a commit 4cbb8a5
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Showing 5 changed files with 17 additions and 21 deletions.
6 changes: 2 additions & 4 deletions service_capacity_modeling/capacity_planner.py
Original file line number Diff line number Diff line change
Expand Up @@ -504,10 +504,8 @@ def _plan_certain(
allowed_drives.update(hardware.drives.keys())

# Get current instance object if exists
if desires.current_capacity.current_instance_type is not "":
for instance in hardware.instances.values():
if instance.name == desires.current_capacity.current_instance_type:
desires.current_capacity.current_instance = instance
if desires.current_cluster_capacity:
desires.current_cluster_capacity.cluster_instance = hardware.instances[desires.current_cluster_capacity.cluster_instance_name]

plans = []
if model.run_hardware_simulation():
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12 changes: 6 additions & 6 deletions service_capacity_modeling/interface.py
Original file line number Diff line number Diff line change
Expand Up @@ -619,11 +619,11 @@ class DataShape(ExcludeUnsetModel):
)


class CurrentCapacity(ExcludeUnsetModel):
current_instance_type: str = ""
current_cluster_size: int = 0
current_instance: Instance = None # type: ignore
cpu_utilization: Interval = certain_float(0.0)
class CurrentClusterCapacity(ExcludeUnsetModel):
cluster_instance_name: str
cluster_instance: Optional[Instance]
cluster_instance_count: Interval
cpu_utilization: Interval


class CapacityDesires(ExcludeUnsetModel):
Expand All @@ -641,7 +641,7 @@ class CapacityDesires(ExcludeUnsetModel):
data_shape: DataShape = DataShape()

# What is the current microarchitectural/system configuration of the system
current_capacity: CurrentCapacity = CurrentCapacity()
current_cluster_capacity: Optional[CurrentClusterCapacity]

# When users are providing latency estimates, what is the typical
# instance core frequency we are comparing to. Databases use i3s a lot
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10 changes: 5 additions & 5 deletions service_capacity_modeling/models/org/netflix/cassandra.py
Original file line number Diff line number Diff line change
Expand Up @@ -78,11 +78,11 @@ def _estimate_cassandra_requirement(
return the zonal capacity requirement
"""
# Keep half of the cores free for background work (compaction, backup, repair)
if desires.current_capacity.cpu_utilization.high is not None \
and desires.current_capacity.current_instance is not None \
and required_cluster_size is not None:
needed_cores = (desires.current_capacity.current_instance.cpu * required_cluster_size *
zones_per_region) * (desires.current_capacity.cpu_utilization.high / 20)
if desires.current_cluster_capacity is not None \
and desires.current_cluster_capacity.cluster_instance is not None \
and required_cluster_size is not None:
needed_cores = (desires.current_cluster_capacity.cluster_instance.cpu * required_cluster_size *
zones_per_region) * (desires.current_cluster_capacity.cpu_utilization.high / 20)
else:
needed_cores = sqrt_staffed_cores(desires) * 2
# Keep half of the bandwidth available for backup
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1 change: 0 additions & 1 deletion setup.py
Original file line number Diff line number Diff line change
Expand Up @@ -14,7 +14,6 @@
"numpy",
'importlib_resources; python_version < "3.7"',
"isodate",
"pytest",
],
extras_require={
"aws": ["boto3"],
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9 changes: 4 additions & 5 deletions tests/netflix/test_cassandra.py
Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
from service_capacity_modeling.capacity_planner import planner
from service_capacity_modeling.interface import AccessConsistency, CurrentCapacity
from service_capacity_modeling.interface import AccessConsistency, CurrentClusterCapacity
from service_capacity_modeling.interface import CapacityDesires
from service_capacity_modeling.interface import certain_float
from service_capacity_modeling.interface import certain_int
Expand Down Expand Up @@ -310,9 +310,9 @@ def test_plan_certain():
"""
worn_desire = CapacityDesires(
service_tier=1,
current_capacity=CurrentCapacity(
current_instance_type="i4i.8xlarge",
current_cluster_size=8,
current_cluster_capacity=CurrentClusterCapacity(
cluster_instance_name="i4i.8xlarge",
cluster_instance_count=Interval(low=8, mid=8, high=8, confidence=1),
cpu_utilization=Interval(
low=10.12, mid=13.2, high=14.194801291058118, confidence=1
),
Expand Down Expand Up @@ -348,7 +348,6 @@ def test_plan_certain():
"required_cluster_size": 8,
},
)
print(cap_plan)

lr_clusters = cap_plan[0].candidate_clusters.zonal[0]
assert lr_clusters.count == 8
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