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{ | ||
"cell_type": "code", | ||
"execution_count": null, | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [ | ||
"@ray.remote\n", | ||
"def get_minio_run_config():\n", | ||
" import s3fs\n", | ||
" import pyarrow\n", | ||
" s3_fs = s3fs.S3FileSystem(\n", | ||
" key = \"minio\",\n", | ||
" secret = \"minio123\",\n", | ||
" endpoint_url = \"http://minio-service.default.svc.cluster.local:9000\"\n", | ||
" )\n", | ||
" custom_fs = pyarrow.fs.PyFileSystem(pyarrow.fs.FSSpecHandler(s3_fs))\n", | ||
" run_config = ray.train.RunConfig(storage_path='training', storage_filesystem=custom_fs)\n", | ||
" return run_config" | ||
] | ||
} |
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{ | ||
"cell_type": "code", | ||
"execution_count": null, | ||
"metadata": {}, | ||
"outputs": [], | ||
"source": [ | ||
"from time import sleep\n", | ||
"\n", | ||
"finished = False\n", | ||
"while not finished:\n", | ||
" sleep(5)\n", | ||
" status = client.get_job_status(submission_id)\n", | ||
" finished = (status == \"SUCCEEDED\" or status == \"FAILED\" or status == \"STOPPED\")\n", | ||
" print(status)\n", | ||
"print(\"Job status \" + status)\n", | ||
"print(\"Logs: \")\n", | ||
"print(client.get_job_logs(submission_id))\n", | ||
"assert status == \"SUCCEEDED\", \"Job failed or was stopped!\"" | ||
] | ||
} |
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