|
| 1 | +# Copyright (c) Microsoft. All rights reserved. |
| 2 | + |
| 3 | +import os |
| 4 | + |
| 5 | +import requests |
| 6 | +from openai import OpenAI |
| 7 | + |
| 8 | +# Most common Azure OpenAI setup: |
| 9 | +# AZURE_OPENAI_ENDPOINT="https://<resource>.openai.azure.com" |
| 10 | +# AZURE_OPENAI_API_KEY="..." |
| 11 | +# Optional (only if your endpoint requires it): |
| 12 | +# AZURE_OPENAI_API_VERSION="2025-xx-xx" |
| 13 | +# |
| 14 | +# This script treats "delete finetune job" as "cancel finetune job" |
| 15 | +# because fine-tune jobs are typically cancellable, not deletable. |
| 16 | + |
| 17 | + |
| 18 | +def _client() -> OpenAI: |
| 19 | + # This script assumes AZURE_OPENAI_ENDPOINT and AZURE_OPENAI_API_KEY are set in the environment. |
| 20 | + endpoint = os.environ["AZURE_OPENAI_ENDPOINT"] |
| 21 | + api_key = os.environ["AZURE_OPENAI_API_KEY"] |
| 22 | + return OpenAI(api_key=api_key, base_url=endpoint) |
| 23 | + |
| 24 | + |
| 25 | +def list_data_files(): |
| 26 | + c = _client() |
| 27 | + return c.files.list(limit=100) |
| 28 | + |
| 29 | + |
| 30 | +def list_finetune_jobs(): |
| 31 | + c = _client() |
| 32 | + return c.fine_tuning.jobs.list(limit=100) |
| 33 | + |
| 34 | + |
| 35 | +def delete_data_file(file_id: str): |
| 36 | + c = _client() |
| 37 | + return c.files.delete(file_id) |
| 38 | + |
| 39 | + |
| 40 | +def cancel_finetune_job(job_id: str): |
| 41 | + c = _client() |
| 42 | + return c.fine_tuning.jobs.cancel(job_id) |
| 43 | + |
| 44 | + |
| 45 | +def delete_finetune_job(job_id: str): |
| 46 | + # This script assumes AZURE_OPENAI_ENDPOINT and AZURE_OPENAI_API_KEY are set in the environment. |
| 47 | + endpoint = os.environ["AZURE_OPENAI_ENDPOINT"].rstrip("/") |
| 48 | + api_key = os.environ["AZURE_OPENAI_API_KEY"] |
| 49 | + root = endpoint.split("/openai")[0] |
| 50 | + |
| 51 | + url = f"{root}/openai/fine_tuning/jobs/{job_id}" |
| 52 | + params = {"api-version": os.environ["AZURE_OPENAI_API_VERSION"]} |
| 53 | + |
| 54 | + resp = requests.delete(url, headers={"api-key": api_key}, params=params, timeout=60) |
| 55 | + resp.raise_for_status() |
| 56 | + return resp.content |
| 57 | + |
| 58 | + |
| 59 | +if __name__ == "__main__": |
| 60 | + # Quick demo: print IDs you could delete |
| 61 | + jobs = list_finetune_jobs().data |
| 62 | + files = list_data_files().data |
| 63 | + |
| 64 | + print("JOBS:") |
| 65 | + for j in jobs: |
| 66 | + print(f" {j.id} {getattr(j, 'status', '')} {getattr(j, 'model', '')}") |
| 67 | + |
| 68 | + print("\nFILES:") |
| 69 | + for f in files: |
| 70 | + print(f" {f.id} {getattr(f, 'filename', '')} {getattr(f, 'status', '')}") |
| 71 | + |
| 72 | + # Delete them all WITHOUT CONFIRMATION! |
| 73 | + for j in jobs: |
| 74 | + print(f"Deleting job {j.id}") |
| 75 | + try: |
| 76 | + if j.status == "running": |
| 77 | + cancel_finetune_job(j.id) |
| 78 | + delete_finetune_job(j.id) |
| 79 | + except Exception as exc: |
| 80 | + print(f" Error deleting job {j.id}: {exc}") |
| 81 | + |
| 82 | + for f in files: |
| 83 | + print(f"Deleting file {f.id}") |
| 84 | + try: |
| 85 | + delete_data_file(f.id) |
| 86 | + except Exception as exc: |
| 87 | + print(f" Error deleting file {f.id}: {exc}") |
0 commit comments