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66 changes: 13 additions & 53 deletions src/dstack/_internal/core/backends/vastai/api_client.py
Original file line number Diff line number Diff line change
@@ -1,37 +1,22 @@
import threading
import time
from typing import List, Optional, Union
from typing import Optional, Union

import requests
from requests.adapters import HTTPAdapter, Retry

import dstack._internal.utils.docker as docker
from dstack._internal.core.consts import DSTACK_RUNNER_SSH_PORT
from dstack._internal.core.errors import ComputeError, NoCapacityError
from dstack._internal.core.models.common import RegistryAuth


class VastAIRateLimitError(Exception):
pass


class VastAIAPIClient:
def __init__(self, api_key: str):
self.api_url = "https://console.vast.ai/api/v0".rstrip("/")
self.api_url = "https://console.vast.ai/api"
self.api_key = api_key
self.s = requests.Session() # TODO: set adequate timeout everywhere the session is used
retries = Retry(
total=5,
backoff_factor=1,
status_forcelist=[429, 504],
)
self.s.mount(prefix=self._url("/instances/"), adapter=HTTPAdapter(max_retries=retries))
self.lock = threading.Lock()
self.instances_cache_ts: float = 0
self.instances_cache: List[dict] = []

def get_bundle(self, bundle_id: Union[str, int]) -> Optional[dict]:
resp = self.s.post(self._url("/bundles/"), json={"id": {"eq": bundle_id}})
resp.raise_for_status()
data = resp.json()
offers = data["offers"]
return offers[0] if offers else None

def create_instance(
self,
Expand Down Expand Up @@ -80,14 +65,13 @@ def create_instance(
"create_from": None,
"force": False,
}
resp = self.s.put(self._url(f"/asks/{bundle_id}/"), json=payload)
resp = self.s.put(self._url(f"/v0/asks/{bundle_id}/"), json=payload)
if resp.status_code != 200 or not (data := resp.json())["success"]:
raise NoCapacityError(resp.text)
self._invalidate_cache()
return data

def destroy_instance(self, instance_id: Union[str, int]) -> None:
resp = self.s.delete(self._url(f"/instances/{instance_id}/"))
resp = self.s.delete(self._url(f"/v0/instances/{instance_id}/"))
try:
data = resp.json()
except requests.exceptions.JSONDecodeError:
Expand All @@ -96,44 +80,20 @@ def destroy_instance(self, instance_id: Union[str, int]) -> None:
if data.get("error") != "no_such_instance":
raise ComputeError(resp.text)

def get_instances(self, cache_ttl: float = 3.0) -> List[dict]:
with self.lock:
if time.time() - self.instances_cache_ts > cache_ttl:
resp = self.s.get(self._url("/instances/"))
resp.raise_for_status()
data = resp.json()
self.instances_cache_ts = time.time()
self.instances_cache = data["instances"]
return self.instances_cache

def get_instance(self, instance_id: Union[str, int]) -> Optional[dict]:
instances = self.get_instances()
for instance in instances:
if instance["id"] == int(instance_id):
return instance
return None

def request_logs(self, instance_id: Union[str, int]) -> dict:
resp = self.s.put(
self._url(f"/instances/request_logs/{instance_id}/"), json={"tail": "1000"}
)
resp = self.s.get(self._url(f"/v0/instances/{instance_id}/"))
if resp.status_code == 429:
raise VastAIRateLimitError()
resp.raise_for_status()
data = resp.json()
if not data["success"]:
raise requests.HTTPError(data)
return data
return data["instances"]

def auth_test(self) -> bool:
try:
self.get_instances()
self.s.get(self._url("/v1/instances/")).raise_for_status()
return True
except requests.HTTPError:
return False

def _url(self, path):
return f"{self.api_url}/{path.lstrip('/')}?api_key={self.api_key}"

def _invalidate_cache(self):
with self.lock:
self.instances_cache_ts = 0
self.instances_cache = []
11 changes: 9 additions & 2 deletions src/dstack/_internal/core/backends/vastai/compute.py
Original file line number Diff line number Diff line change
Expand Up @@ -12,7 +12,7 @@
)
from dstack._internal.core.backends.base.offers import get_catalog_offers
from dstack._internal.core.backends.base.profile_options import get_backend_profile_options
from dstack._internal.core.backends.vastai.api_client import VastAIAPIClient
from dstack._internal.core.backends.vastai.api_client import VastAIAPIClient, VastAIRateLimitError
from dstack._internal.core.backends.vastai.models import VastAIConfig
from dstack._internal.core.backends.vastai.profile_options import (
VASTAI_DEFAULT_MIN_RELIABILITY,
Expand Down Expand Up @@ -162,7 +162,14 @@ def update_provisioning_data(
project_ssh_public_key: str,
project_ssh_private_key: str,
):
resp = self.api_client.get_instance(provisioning_data.instance_id)
try:
resp = self.api_client.get_instance(provisioning_data.instance_id)
except VastAIRateLimitError:
logger.warning(
"Reached Vast.ai rate limit when updating instance %s provisioning data",
provisioning_data.instance_id,
)
return
if resp is not None:
if resp["actual_status"] == "running":
provisioning_data.hostname = resp["public_ipaddr"].strip()
Expand Down
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