f65605b575
<!-- .github/pull_request_template.md --> ## Description <!-- Provide a clear description of the changes in this PR --> ## DCO Affirmation I affirm that all code in every commit of this pull request conforms to the terms of the Topoteretes Developer Certificate of Origin. --------- Co-authored-by: lxobr <122801072+lxobr@users.noreply.github.com> Co-authored-by: Hande <159312713+hande-k@users.noreply.github.com>
98 lines
2.9 KiB
Python
98 lines
2.9 KiB
Python
import asyncio
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import datetime
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import os
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from dataclasses import asdict
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from pathlib import Path
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import modal
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from qa.qa_benchmark_mem0 import Mem0Config, QABenchmarkMem0
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from modal_apps.modal_image import image
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APP_NAME = "qa-benchmark-mem0"
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VOLUME_NAME = "qa-benchmarks"
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BENCHMARK_NAME = "mem0"
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CORPUS_FILE = Path("hotpot_qa_24_corpus.json")
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QA_PAIRS_FILE = Path("hotpot_qa_24_qa_pairs.json")
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def _create_benchmark_folder(volume_name: str, benchmark_name: str, timestamp: str) -> str:
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"""Create benchmark folder structure and return the answers folder path."""
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benchmark_folder = f"/{volume_name}/{benchmark_name}_{timestamp}"
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answers_folder = f"{benchmark_folder}/answers"
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# Create directories if they don't exist
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os.makedirs(answers_folder, exist_ok=True)
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return answers_folder
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volume = modal.Volume.from_name(VOLUME_NAME, create_if_missing=True)
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app = modal.App(APP_NAME, image=image, secrets=[modal.Secret.from_dotenv()])
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@app.function(
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volumes={f"/{VOLUME_NAME}": volume},
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timeout=3600,
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cpu=4,
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memory=16384,
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)
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def run_mem0_benchmark(config_params: dict, dir_suffix: str):
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"""Run the Mem0 QA benchmark on Modal."""
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print("Received benchmark request for Mem0.")
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# Create benchmark folder structure
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answers_folder = _create_benchmark_folder(VOLUME_NAME, BENCHMARK_NAME, dir_suffix)
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print(f"Created benchmark folder: {answers_folder}")
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config = Mem0Config(**config_params)
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benchmark = QABenchmarkMem0.from_jsons(
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corpus_file=f"/root/{CORPUS_FILE.name}",
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qa_pairs_file=f"/root/{QA_PAIRS_FILE.name}",
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config=config,
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)
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print(f"Starting benchmark for {benchmark.system_name}...")
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benchmark.run()
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print(f"Benchmark finished. Results saved to {config.results_file}")
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volume.commit()
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@app.local_entrypoint()
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async def main(
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runs: int = 45,
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corpus_limit: int = None,
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qa_limit: int = None,
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print_results: bool = True,
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):
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"""Trigger Mem0 QA benchmark runs on Modal."""
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print(f"🚀 Launching {runs} Mem0 QA benchmark run(s) on Modal...")
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# Generate unique timestamp for this benchmark session
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base_timestamp = datetime.datetime.utcnow().strftime("%Y%m%dT%H%M%SZ")
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config_params_list = []
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for run_num in range(runs):
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config = Mem0Config(
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corpus_limit=corpus_limit,
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qa_limit=qa_limit,
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print_results=print_results,
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)
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config_params = asdict(config)
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# Create unique filename for this run
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unique_filename = f"run_{run_num + 1:03d}.json"
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config_params["results_file"] = (
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f"/{VOLUME_NAME}/{BENCHMARK_NAME}_{base_timestamp}/answers/{unique_filename}"
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)
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config_params_list.append(config_params)
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# Fire-and-forget approach with 30s wait
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for params in config_params_list:
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run_mem0_benchmark.spawn(params, base_timestamp)
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print(f"✅ {runs} benchmark task(s) submitted successfully.")
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