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import asyncio
import logging
from asyncio import Task
from pathlib import Path
from tempfile import TemporaryDirectory
from typing import Optional
from benchmarks.codex.client import CodexClient, Manifest
from benchmarks.codex.logging import CodexDownloadMetric
from benchmarks.core.utils.random import random_data
from benchmarks.core.utils.streams import BaseStreamReader
Cid = str
EMPTY_STREAM_BACKOFF = 0.1
logger = logging.getLogger(__name__)
class DownloadHandle:
def __init__(
self,
parent: "CodexAgent",
manifest: Manifest,
download_stream: BaseStreamReader,
read_increment: float = 0.01,
):
self.parent = parent
self.manifest = manifest
self.bytes_downloaded = 0
self.read_increment = read_increment
self.download_stream = download_stream
self.download_task: Optional[Task[None]] = None
def begin_download(self) -> Task:
self.download_task = asyncio.create_task(self._download_loop())
return self.download_task
async def _download_loop(self):
step_size = int(self.manifest.datasetSize * self.read_increment)
while not self.download_stream.at_eof():
step = min(step_size, self.manifest.datasetSize - self.bytes_downloaded)
bytes_read = await self.download_stream.read(step)
# We actually have no guarantees that an empty read means EOF, so we just back off
# a bit.
if not bytes_read:
await asyncio.sleep(EMPTY_STREAM_BACKOFF)
self.bytes_downloaded += len(bytes_read)
logger.info(
CodexDownloadMetric(
cid=self.manifest.cid,
value=self.bytes_downloaded,
node=self.parent.node_id,
)
)
if self.bytes_downloaded < self.manifest.datasetSize:
raise EOFError(
f"Got EOF too early: download size ({self.bytes_downloaded}) was less "
f"than expected ({self.manifest.datasetSize})."
)
if self.bytes_downloaded > self.manifest.datasetSize:
raise ValueError(
f"Download size ({self.bytes_downloaded}) was greater than expected "
f"({self.manifest.datasetSize})."
)
def progress(self) -> float:
if self.download_task is None:
return 0
if self.download_task.done():
# This will bubble exceptions up, if any.
self.download_task.result()
return self.bytes_downloaded / self.manifest.datasetSize
class CodexAgent:
def __init__(self, client: CodexClient, node_id: str = "unknown") -> None:
self.client = client
self.node_id = node_id
async def create_dataset(self, name: str, size: int, seed: Optional[int]) -> Cid:
with TemporaryDirectory() as td:
data = Path(td) / "datafile.bin"
with data.open(mode="wb") as outfile:
random_data(size=size, outfile=outfile, seed=seed)
with data.open(mode="rb") as infile:
return await self.client.upload(
name=name, mime_type="application/octet-stream", content=infile
)
async def download(self, cid: Cid, read_increment: float = 0.01) -> DownloadHandle:
handle = DownloadHandle(
self,
manifest=await self.client.get_manifest(cid),
download_stream=await self.client.download(cid),
read_increment=read_increment,
)
handle.begin_download()
return handle