mirror of
https://github.com/vale981/ray
synced 2025-03-06 10:31:39 -05:00
60 lines
2 KiB
Python
60 lines
2 KiB
Python
import datetime
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from typing import Dict, Optional
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def handle_result(created_on: datetime.datetime, category: str,
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test_suite: str, test_name: str, status: str, results: Dict,
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artifacts: Dict, last_logs: str) -> Optional[str]:
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assert test_suite == "xgboost_tests"
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time_taken = results.get("time_taken", float("inf"))
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num_terminated = results.get("trial_states", {}).get("TERMINATED", 0)
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if test_name in [
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"distributed_api_test", "ft_small_elastic", "ft_small_nonelastic"
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]:
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if not status == "finished":
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return f"Test script did not finish successfully ({status})."
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return None
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elif test_name.startswith("tune_"):
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msg = ""
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if test_name == "tune_small":
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target_terminated = 4
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target_time = 90
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elif test_name == "tune_4x32":
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target_terminated = 4
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target_time = 120
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elif test_name == "tune_32x4":
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target_terminated = 32
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target_time = 600
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else:
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return None
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if num_terminated < target_terminated:
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msg += f"Some trials failed " \
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f"(num_terminated={num_terminated} < {target_terminated}). "
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if time_taken > target_time:
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msg += f"Took too long to complete " \
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f"(time_taken={time_taken} > {target_time}). "
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return msg or None
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else:
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# train scripts
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if test_name == "train_small":
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# Leave a couple of seconds for ray connect setup
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# (without connect it should finish in < 30)
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target_time = 45
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elif test_name == "train_moderate":
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target_time = 60
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elif test_name == "train_gpu":
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target_time = 40
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else:
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return None
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if time_taken > target_time:
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return f"Took too long to complete " \
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f"(time_taken={time_taken:.2f} > {target_time}). "
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return None
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