From 3b8182b6a29dee9e8b20ea20cc28131b3920fff9 Mon Sep 17 00:00:00 2001 From: harshit chopra Date: Thu, 10 Aug 2023 14:48:49 +0530 Subject: [PATCH] Added retry functionality for LS failed uploads --- poetry.lock | 2306 ++++++++++++++++++++------------------- pyproject.toml | 1 + skit_labels/commands.py | 10 + 3 files changed, 1204 insertions(+), 1113 deletions(-) diff --git a/poetry.lock b/poetry.lock index c98dc71..e59b5b9 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,3 +1,5 @@ +# This file is automatically @generated by Poetry 1.4.2 and should not be changed by hand. + [[package]] name = "aiobotocore" version = "2.1.2" @@ -5,10 +7,14 @@ description = "Async client for aws services using botocore and aiohttp" category = "main" optional = false python-versions = ">=3.6" +files = [ + {file = "aiobotocore-2.1.2.tar.gz", hash = "sha256:00fd7f43cc0484d8ed274fd0be492aa16a7fea679dbea96a602bb722ca4c2d22"}, +] [package.dependencies] aiohttp = ">=3.3.1" aioitertools = ">=0.5.1" +boto3 = 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b/skit_labels/commands.py index 1598c15..b3069d3 100644 --- a/skit_labels/commands.py +++ b/skit_labels/commands.py @@ -17,6 +17,8 @@ import pytz from loguru import logger from requests import JSONDecodeError +from tenacity import retry, wait_exponential, stop_after_attempt +import time from tqdm import tqdm from skit_labels import constants as const @@ -403,10 +405,15 @@ async def upload_dataset_batches( async def upload_file(input_file: str, project_id: str, session: aiohttp.ClientSession) -> str: + """ + Generic upload function where session determines where is the file uploaded to. + As of 10 August 2023, used for Labelstudio uploads + """ with open(input_file, "rb") as f: return await session.post(f"/api/projects/{project_id}/import", data={"file": f}) +@retry(stop=stop_after_attempt(4), wait=wait_exponential(multiplier=60*2, min=60*2, max=60*15)) async def upload_dataset_to_labelstudio( input_file: str, url: str, @@ -421,10 +428,13 @@ async def upload_dataset_to_labelstudio( """ headers = {"Authorization": f"token {token}"} async with aiohttp.ClientSession(url, headers=headers) as session: + start_time = time.time() response = await upload_file(input_file, project_id, session) + logger.info("Time taken for uploading dataset: " + "%.2f" % (time.time() - start_time) + " seconds") if response.status != 201: error_message = await response.text() + logger.warning("Attempt to upload dataset to LS failed. Retrying") raise RuntimeError(f"Failed to upload dataset to LabelStudio: {error_message}, {response.status}") else: response = await response.json()