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24 changes: 21 additions & 3 deletions src/gpuhunt/providers/vastai.py
Original file line number Diff line number Diff line change
Expand Up @@ -21,13 +21,20 @@
class VastAIProvider(AbstractProvider):
NAME = "vastai"

def __init__(self, extra_filters: Optional[dict[str, dict[Operators, FilterValue]]] = None):
def __init__(
self,
extra_filters: Optional[dict[str, dict[Operators, FilterValue]]] = None,
community_cloud: bool = True,
):
self.extra_filters = extra_filters
self.community_cloud = community_cloud

def get(
self, query_filter: Optional[QueryFilter] = None, balance_resources: bool = True
) -> list[RawCatalogItem]:
filters: dict[str, Any] = self.make_filters(query_filter or QueryFilter())
filters: dict[str, Any] = self.make_filters(
query_filter or QueryFilter(), community_cloud=self.community_cloud
)
if self.extra_filters:
for key, constraints in self.extra_filters.items():
for op, value in constraints.items():
Expand Down Expand Up @@ -79,7 +86,9 @@ def get(
return instance_offers

@staticmethod
def make_filters(q: QueryFilter) -> dict[str, dict[Operators, FilterValue]]:
def make_filters(
q: QueryFilter, community_cloud: bool = True
) -> dict[str, dict[Operators, FilterValue]]:
filters = defaultdict(dict)
if q.min_cpu is not None:
filters["cpu_cores"]["gte"] = q.min_cpu
Expand Down Expand Up @@ -120,6 +129,11 @@ def make_filters(q: QueryFilter) -> dict[str, dict[Operators, FilterValue]]:
filters["compute_capability"]["gte"] = compute_cap(q.min_compute_capability)
if q.max_compute_capability is not None:
filters["compute_capability"]["lte"] = compute_cap(q.max_compute_capability)
# Datacenter offers map to Vast's "server cloud" scope.
# When community_cloud is enabled, keep scope unfiltered so both
# server and community offers are returned.
if not community_cloud:
filters["datacenter"]["eq"] = True
filters["rentable"]["eq"] = True
filters["rented"]["eq"] = False
filters["order"] = [["score", "desc"]]
Expand All @@ -128,6 +142,10 @@ def make_filters(q: QueryFilter) -> dict[str, dict[Operators, FilterValue]]:
@staticmethod
def satisfies_filters(offer: dict, filters: dict[str, dict[Operators, FilterValue]]) -> bool:
for key in filters:
# `datacenter`/`external` are query scope controls.
# They don't map to offer fields with strict eq semantics.
if key in {"datacenter", "external"}:
continue
if key not in offer:
continue
for op, value in filters[key].items():
Expand Down
14 changes: 14 additions & 0 deletions src/tests/providers/test_vastai.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,14 @@
from gpuhunt._internal.models import QueryFilter
from gpuhunt.providers.vastai import VastAIProvider


def test_make_filters_defaults_to_datacenter_only():
filters = VastAIProvider.make_filters(QueryFilter(), community_cloud=False)
assert filters["datacenter"]["eq"] is True
assert "external" not in filters


def test_make_filters_does_not_constrain_scope_when_community_cloud_enabled():
filters = VastAIProvider.make_filters(QueryFilter(), community_cloud=True)
assert "datacenter" not in filters
assert "external" not in filters