Compare commits
23 Commits
| Author | SHA1 | Date | |
|---|---|---|---|
| a47c9d1ed0 | |||
| 0b14562a63 | |||
| de9b50abb9 | |||
| c510801723 | |||
| a12523b1d2 | |||
| 7db54f3bd7 | |||
| d63a060202 | |||
| c6521cb6d4 | |||
| b7fe4ebb91 | |||
| 8ae7b74605 | |||
| 106067d716 | |||
| f5134d4bf5 | |||
| 47e5460532 | |||
| ec2ac0a21a | |||
| 2cde573c56 | |||
| b2e4a5db0c | |||
| 7437028cb2 | |||
| 02c8307af7 | |||
| 7c0f316eeb | |||
| b4025a744f | |||
| d190308329 | |||
| 944f83fc03 | |||
| f56bbc0ebe |
+26
-23
@@ -30,7 +30,7 @@ from lib.data_types import (
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BenchmarkResult
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BenchmarkResult
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)
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)
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VERSION = "0.1.0"
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VERSION = "0.2.0"
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MSG_HISTORY_LEN = 100
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MSG_HISTORY_LEN = 100
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log = logging.getLogger(__file__)
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log = logging.getLogger(__file__)
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@@ -66,10 +66,17 @@ class Backend:
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unsecured: bool = dataclasses.field(
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unsecured: bool = dataclasses.field(
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default_factory=lambda: bool(strtobool(os.environ.get("UNSECURED", "false"))),
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default_factory=lambda: bool(strtobool(os.environ.get("UNSECURED", "false"))),
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)
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)
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report_addr: str = dataclasses.field(
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default_factory=lambda: os.environ.get("REPORT_ADDR", "https://run.vast.ai")
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)
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mtoken: str = dataclasses.field(
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default_factory=lambda: os.environ.get("MASTER_TOKEN", "")
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)
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def __post_init__(self):
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def __post_init__(self):
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self.metrics = Metrics()
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self.metrics = Metrics()
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self.metrics._set_version(self.version)
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self.metrics._set_version(self.version)
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self.metrics._set_mtoken(self.mtoken)
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self._total_pubkey_fetch_errors = 0
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self._total_pubkey_fetch_errors = 0
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self._pubkey = self._fetch_pubkey()
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self._pubkey = self._fetch_pubkey()
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self.__start_healthcheck: bool = False
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self.__start_healthcheck: bool = False
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@@ -104,23 +111,19 @@ class Backend:
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#######################################Private#######################################
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#######################################Private#######################################
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def _fetch_pubkey(self):
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def _fetch_pubkey(self):
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command = ["curl", "-X", "GET", "https://run.vast.ai/pubkey/"]
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report_addr = self.report_addr.rstrip("/")
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result = subprocess.check_output(command, universal_newlines=True)
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command = ["curl", "-X", "GET", f"{report_addr}/pubkey/"]
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log.debug("public key:")
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try:
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log.debug(result)
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result = subprocess.check_output(command, universal_newlines=True)
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key = None
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log.debug("public key:")
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for _ in range(5):
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log.debug(result)
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try:
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key = RSA.import_key(result)
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key = RSA.import_key(result)
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if key is not None:
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break
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return key
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except ValueError as e:
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except (ValueError , subprocess.CalledProcessError) as e:
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log.debug(f"Error downloading key: {e}")
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log.debug(f"Error downloading key: {e}")
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time.sleep(15)
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self.backend_errored("Failed to get autoscaler pubkey")
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if key is None:
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self._total_pubkey_fetch_errors += 1
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if self._total_pubkey_fetch_errors >= MAX_PUBKEY_FETCH_ATTEMPTS:
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self.backend_errored("Failed to get autoscaler pubkey")
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return key
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async def __handle_request(
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async def __handle_request(
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self,
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self,
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@@ -315,10 +318,10 @@ class Backend:
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with open(BENCHMARK_INDICATOR_FILE, "r") as f:
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with open(BENCHMARK_INDICATOR_FILE, "r") as f:
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log.debug("already ran benchmark")
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log.debug("already ran benchmark")
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# trigger model load
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# trigger model load
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payload = self.benchmark_handler.make_benchmark_payload()
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# payload = self.benchmark_handler.make_benchmark_payload()
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_ = await self.__call_api(
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# _ = await self.__call_api(
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handler=self.benchmark_handler, payload=payload
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# handler=self.benchmark_handler, payload=payload
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)
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# )
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return float(f.readline())
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return float(f.readline())
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except FileNotFoundError:
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except FileNotFoundError:
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pass
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pass
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@@ -393,7 +396,7 @@ class Backend:
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)
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)
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# some backends need a few seconds after logging successful startup before
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# some backends need a few seconds after logging successful startup before
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# they can begin accepting requests
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# they can begin accepting requests
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await sleep(5)
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# await sleep(5)
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try:
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try:
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max_throughput = await run_benchmark()
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max_throughput = await run_benchmark()
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self.__start_healthcheck = True
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self.__start_healthcheck = True
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@@ -286,6 +286,7 @@ class AutoScalerData:
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"""Data that is reported to autoscaler"""
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"""Data that is reported to autoscaler"""
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id: int
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id: int
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mtoken: str
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version: str
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version: str
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loadtime: float
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loadtime: float
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cur_load: float
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cur_load: float
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+16
-2
@@ -28,6 +28,7 @@ def get_url() -> str:
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@dataclass
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@dataclass
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class Metrics:
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class Metrics:
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version: str = "0"
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version: str = "0"
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mtoken: str = ""
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last_metric_update: float = 0.0
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last_metric_update: float = 0.0
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last_request_served: float = 0.0
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last_request_served: float = 0.0
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update_pending: bool = False
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update_pending: bool = False
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@@ -142,12 +143,16 @@ class Metrics:
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def _set_version(self, version: str) -> None:
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def _set_version(self, version: str) -> None:
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self.version = version
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self.version = version
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def _set_mtoken(self, mtoken: str) -> None:
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self.mtoken = mtoken
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#######################################Private#######################################
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#######################################Private#######################################
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async def __send_delete_requests_and_reset(self):
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async def __send_delete_requests_and_reset(self):
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async def post(report_addr: str, idxs: list[int], success_flag: bool) -> bool:
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async def post(report_addr: str, idxs: list[int], success_flag: bool) -> bool:
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data = {
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data = {
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"worker_id": self.id,
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"worker_id": self.id,
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"mtoken": self.mtoken,
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"request_idxs": idxs,
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"request_idxs": idxs,
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"success": success_flag,
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"success": success_flag,
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}
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}
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@@ -209,6 +214,7 @@ class Metrics:
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def compute_autoscaler_data() -> AutoScalerData:
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def compute_autoscaler_data() -> AutoScalerData:
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return AutoScalerData(
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return AutoScalerData(
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id=self.id,
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id=self.id,
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mtoken=self.mtoken,
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version=self.version,
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version=self.version,
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loadtime=(loadtime_snapshot or 0.0),
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loadtime=(loadtime_snapshot or 0.0),
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new_load=self.model_metrics.workload_processing,
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new_load=self.model_metrics.workload_processing,
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@@ -228,17 +234,25 @@ class Metrics:
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async def send_data(report_addr: str) -> bool:
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async def send_data(report_addr: str) -> bool:
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data = compute_autoscaler_data()
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data = compute_autoscaler_data()
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full_path = report_addr.rstrip("/") + "/worker_status/"
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log_data = asdict(data)
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def obfuscate(secret: str) -> str:
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if secret is None:
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return ""
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return secret[:7] + "..." if len(secret) > 7 else ("*" * len(secret))
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log_data["mtoken"] = obfuscate(log_data.get("mtoken"))
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log.debug(
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log.debug(
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"\n".join(
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"\n".join(
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[
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[
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"#" * 60,
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"#" * 60,
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f"sending data to autoscaler",
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f"sending data to autoscaler",
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f"{json.dumps((asdict(data)), indent=2)}",
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f"{json.dumps(log_data, indent=2)}",
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"#" * 60,
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"#" * 60,
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]
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]
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)
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)
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)
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)
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full_path = report_addr.rstrip("/") + "/worker_status/"
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for attempt in range(1, 4):
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for attempt in range(1, 4):
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try:
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try:
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session = await self.http()
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session = await self.http()
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+45
-25
@@ -3,38 +3,58 @@ import logging
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from typing import List
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from typing import List
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import ssl
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import ssl
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from asyncio import run, gather
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from asyncio import run, gather
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import asyncio
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from lib.backend import Backend
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from lib.backend import Backend
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from lib.metrics import Metrics
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from aiohttp import web
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from aiohttp import web
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log = logging.getLogger(__file__)
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log = logging.getLogger(__file__)
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def start_server(backend: Backend, routes: List[web.RouteDef], **kwargs):
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def start_server(backend: Backend, routes: List[web.RouteDef], **kwargs):
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log.debug("getting certificate...")
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try:
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use_ssl = os.environ.get("USE_SSL", "false") == "true"
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log.debug("getting certificate...")
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if use_ssl is True:
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use_ssl = os.environ.get("USE_SSL", "false") == "true"
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ssl_context = ssl.create_default_context(ssl.Purpose.CLIENT_AUTH)
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if use_ssl is True:
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ssl_context.load_cert_chain(
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ssl_context = ssl.create_default_context(ssl.Purpose.CLIENT_AUTH)
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certfile="/etc/instance.crt",
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ssl_context.load_cert_chain(
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keyfile="/etc/instance.key",
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certfile="/etc/instance.crt",
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)
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keyfile="/etc/instance.key",
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else:
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)
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ssl_context = None
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else:
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ssl_context = None
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async def main():
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async def main():
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log.debug("starting server...")
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log.debug("starting server...")
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app = web.Application()
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app = web.Application()
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app.add_routes(routes)
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app.add_routes(routes)
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runner = web.AppRunner(app)
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runner = web.AppRunner(app)
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await runner.setup()
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await runner.setup()
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site = web.TCPSite(
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site = web.TCPSite(
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runner,
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runner,
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ssl_context=ssl_context,
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ssl_context=ssl_context,
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port=int(os.environ["WORKER_PORT"]),
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port=int(os.environ["WORKER_PORT"]),
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**kwargs
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**kwargs
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)
|
)
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await gather(site.start(), backend._start_tracking())
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await gather(site.start(), backend._start_tracking())
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|
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run(main())
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run(main())
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|
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|
except Exception as e:
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err_msg = f"PyWorker failed to launch: {e}"
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log.error(err_msg)
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|
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|
async def beacon():
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metrics = Metrics()
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metrics._set_version(getattr(backend, "version", "0"))
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metrics._set_mtoken(getattr(backend, "mtoken", ""))
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|
try:
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|
while True:
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|
metrics._model_errored(err_msg)
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|
await metrics._Metrics__send_metrics_and_reset()
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|
await asyncio.sleep(10)
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|
finally:
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|
await metrics.aclose()
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|
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|
run(beacon())
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+42
-3
@@ -9,7 +9,7 @@ ENV_PATH="$WORKSPACE_DIR/worker-env"
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DEBUG_LOG="$WORKSPACE_DIR/debug.log"
|
DEBUG_LOG="$WORKSPACE_DIR/debug.log"
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PYWORKER_LOG="$WORKSPACE_DIR/pyworker.log"
|
PYWORKER_LOG="$WORKSPACE_DIR/pyworker.log"
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|
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REPORT_ADDR="${REPORT_ADDR:-https://cloud.vast.ai/api/v0,https://run.vast.ai}"
|
REPORT_ADDR="${REPORT_ADDR:-https://run.vast.ai}"
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USE_SSL="${USE_SSL:-true}"
|
USE_SSL="${USE_SSL:-true}"
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WORKER_PORT="${WORKER_PORT:-3000}"
|
WORKER_PORT="${WORKER_PORT:-3000}"
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mkdir -p "$WORKSPACE_DIR"
|
mkdir -p "$WORKSPACE_DIR"
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@@ -128,5 +128,44 @@ echo "launching PyWorker server"
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# from the run prior to reboot. past logs are saved in $MODEL_LOG.old for debugging only
|
# from the run prior to reboot. past logs are saved in $MODEL_LOG.old for debugging only
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[ -e "$MODEL_LOG" ] && cat "$MODEL_LOG" >> "$MODEL_LOG.old" && : > "$MODEL_LOG"
|
[ -e "$MODEL_LOG" ] && cat "$MODEL_LOG" >> "$MODEL_LOG.old" && : > "$MODEL_LOG"
|
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|
|
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(python3 -m "workers.$BACKEND.server" |& tee -a "$PYWORKER_LOG") &
|
|
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echo "launching PyWorker server done"
|
set +e
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|
python3 -m "workers.$BACKEND.server" |& tee -a "$PYWORKER_LOG"
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|
PY_STATUS=${PIPESTATUS[0]}
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|
set -e
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|
|
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|
if [ "${PY_STATUS}" -ne 0 ]; then
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|
echo "PyWorker exited with status ${PY_STATUS}; notifying autoscaler..."
|
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|
ERROR_MSG="PyWorker exited: code ${PY_STATUS}"
|
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|
MTOKEN="${MASTER_TOKEN:-}"
|
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|
VERSION="${PYWORKER_VERSION:-0}"
|
||||||
|
|
||||||
|
IFS=',' read -r -a REPORT_ADDRS <<< "${REPORT_ADDR}"
|
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|
for addr in "${REPORT_ADDRS[@]}"; do
|
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|
curl -sS -X POST -H 'Content-Type: application/json' \
|
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|
-d "$(cat <<JSON
|
||||||
|
{
|
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|
"id": ${CONTAINER_ID:-0},
|
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|
"mtoken": "${MTOKEN}",
|
||||||
|
"version": "${VERSION}",
|
||||||
|
"loadtime": 0,
|
||||||
|
"new_load": 0,
|
||||||
|
"cur_load": 0,
|
||||||
|
"rej_load": 0,
|
||||||
|
"max_perf": 0,
|
||||||
|
"cur_perf": 0,
|
||||||
|
"error_msg": "${ERROR_MSG}",
|
||||||
|
"num_requests_working": 0,
|
||||||
|
"num_requests_recieved": 0,
|
||||||
|
"additional_disk_usage": 0,
|
||||||
|
"working_request_idxs": [],
|
||||||
|
"cur_capacity": 0,
|
||||||
|
"max_capacity": 0,
|
||||||
|
"url": "${URL}"
|
||||||
|
}
|
||||||
|
JSON
|
||||||
|
)" "${addr%/}/worker_status/" || true
|
||||||
|
done
|
||||||
|
fi
|
||||||
|
|
||||||
|
echo "launching PyWorker server done"
|
||||||
@@ -98,6 +98,7 @@ def call_text2image_workflow(
|
|||||||
endpoint=route_response["endpoint"],
|
endpoint=route_response["endpoint"],
|
||||||
reqnum=route_response["reqnum"],
|
reqnum=route_response["reqnum"],
|
||||||
url=route_response["url"],
|
url=route_response["url"],
|
||||||
|
request_idx=route_response["request_idx"],
|
||||||
)
|
)
|
||||||
|
|
||||||
# Build the payload for the worker request
|
# Build the payload for the worker request
|
||||||
|
|||||||
@@ -82,6 +82,7 @@ def call_custom_workflow_for_sd3(
|
|||||||
endpoint=message["endpoint"],
|
endpoint=message["endpoint"],
|
||||||
reqnum=message["reqnum"],
|
reqnum=message["reqnum"],
|
||||||
url=message["url"],
|
url=message["url"],
|
||||||
|
request_idx=message["request_idx"],
|
||||||
)
|
)
|
||||||
workflow = {
|
workflow = {
|
||||||
"3": {
|
"3": {
|
||||||
|
|||||||
Reference in New Issue
Block a user